Biomarkers for assessing the efficacy of prophylactic treatments of stress-induced affective disorders are provided.
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1. A method for treating a subject for a stress-induced affective disorder or stress-induced psychopathology, the method comprising:
(a) administering or having administered a pharmaceutic composition comprising ketamine to the subject prior to a stressor;
(b) determining level of cytidine monophosphate in a biological sample obtained from the subject after step (a) and after the stressor; and
(c) comparing the level of cytidine monophosphate obtained in step (b) with the level of cytidine monophosphate in a control sample;
wherein the stress-induced affective disorder or stress-induced psychopathology is selected from the group consisting of depressive-like behavior and associated affective disorders, anhedonic behavior and associated affective disorders, anxiety and associated affective disorders, cognitive impairments and deficits and associated disorders, and combinations thereof.
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The present application claims priority to U.S. Provisional Patent Application No. 62/583,734 filed on Nov. 9, 2017, which is incorporated herein by reference in its entirety.
The presently claimed invention was made by or on behalf of the below listed parties to a joint research agreement. The joint research agreement was in effect on or before the effective filing date of the claimed invention, and the claimed invention was made as a result of activities undertaken within the scope of the joint research agreement. The parties to the joint research agreement are THE TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK, the RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC., and BERG LLC.
This invention was made with government support under grant numbers OD017908 and HD007430 awarded by the National Institutes of Health. The government has certain rights in the invention.
The present invention relates to biomarkers for assessing the efficacy of prophylactic treatments of stress-induced affective disorders such as post-traumatic stress disorder (PTSD).
Stress is a common risk factor for psychiatric disorders such as major depressive disorder (MDD), posttraumatic stress disorder (PTSD), bipolar depression, and anxiety disorders. PTSD is an illness characterized by persistent, vivid re-experiencing of a traumatic event, hyperarousal, and avoidance of stimuli associated with the trauma (Charney et al., 1993, Psychobiologic mechanisms of posttraumatic stress disorder. Arch Gen Psychiatry 50:295-305). The National Center for PTSD reports that 7-8% of the United States population will experience PTSD at some point in their lives, and about 8 million adults suffer from the disorder each year (National Center for PTSD, 2015). PTSD is often comorbid with other prevalent psychiatric illnesses such as major depressive disorder (MDD) (28%) and substance use (73%) (Brady et al., 2000, Comorbidity of psychiatric disorders and posttraumatic stress disorder. J Clin Psychiatry 61: 22-32).
Ketamine, a non-selective glutamate N-methyl-D-aspartate (NMDA) antagonist, has been shown to have rapid acting antidepressant effects in treatment-resistant MDD (TRD) patients (Berman et al, 2000). The antidepressant onset is typically within 2 hours and these effects persist for 1-2 weeks following a single infusion (Price et al, 2009; Zarate et al, 2006). In addition to having efficacy in MDD, ketamine has therapeutic effects for PTSD (Feder et al, 2014), suicide ideation (Murrough et al, 2015), bipolar depression (Diazgranados et al, 2010; Zarate et al, 2012), and anxious bipolar depression (Ionescu et al, 2015).
Rather than treating symptomatology in psychiatric disorders, a novel approach has recently been suggested to prevent the induction of psychiatric disorders before they develop by administering prophylactic pharmaceuticals. It has been proposed that it may be possible to take prevention approaches, including pharmacological ones, for PTSD (Howlett and Stein, 2016). One study administered the kappa-opioid receptor (KOR) antagonist nor-binaltorphimine (norBNI) before the fear-potentiated startle (FPS) test and found that it attenuated conditioned fear (Knoll et al, 2007; Van′t Veer and Carlezon, 2013). More recently, we found that a single injection of ketamine (30 mg kg−1) 1 week before a stressor prevented stress-induced depressive-like behavior and social avoidance behavior for up to 4 weeks after injection (Brachman et al, 2016). Ketamine was efficacious as a prophylactic in 3 mouse models of stress, including learned helplessness (LH), social defeat (SD), and chronic corticosterone (CORT) administration. This efficacy was confirmed using a LH model in rats (Amat et al, 2016) and a chronic CORT model in mice (Soumier et al, 2016). Interestingly, the time window for prophylactic efficacy was limited to approximately 1 week before a stressor, but not 1 month or 1 hour before (McGowan et al, 2017).
To date, the mechanisms underlying prophylactic efficacy have yet to be identified. One potential area of interest is metabolomics, the study of chemical processes involving metabolites. The metabolome represents a collection of all metabolites, the end products of cellular processes, and therefore, the end results of potential disease or drug treatment; as such, metabolomics has been applied as a tool for biomarker discovery (Johnson et al, 2016). Analyzing metabolite profiles has already contributed to our understanding of depression and antidepressant treatment in mice, macaques, and humans (Pan et al, 2016; Park et al, 2016; Rotroff et al, 2016; Weckmann et al, 2014; Wen et al, 2016). Altered metabolites (e.g. decreased levels of 5-hydroxindoleacitc hydroxyindoleacetic acid (5-HIAA)) have been identified in cerebral spinal fluid (Asberg et al, 1976; Pan et al, 2011), urine, and plasma samples in depressed patients with a markedly elevated risk of suicide (Pan et al, 2017). However, uncovering metabolites that are implicated in prophylactic efficacy has yet to be explored. Elucidating metabolic changes in the brain and plasma that are changed with prophylactic treatment may lend insight into the biological mechanisms of long-lasting resilience enhancement.
Prophylactic pharmacological treatment with ketamine may be able to preempt the induction of stress-induced psychiatric disorders. However, given that up to a third of depression patients do not respond to pharmacological therapies, there remains a need for a method to identify individuals who are likely to benefit from such interventions.
The present disclosure provides for a method for treating a subject for a stress-induced affective disorder or stress-induced psychopathology. The method may comprise the following steps: (a) administering or having administered a prophylactic treatment to the subject prior to a stressor; (b) determining the level of one or more biomarkers in a biological sample obtained from the subject after step (a) and after the stressor; and (c) comparing the level obtained in step (b) with the level of the one or more biomarkers in a control sample.
The present disclosure provides for a method for assessing a prophylactic treatment of a subject for a stress-induced affective disorder or stress-induced psychopathology. The method may comprise the following steps: (a) determining the level of one or more biomarkers in a biological sample obtained from the subject after a prophylactic treatment and after a stressor; and (b) comparing the level obtained in step (a) with the level of the one or more biomarkers in a control sample.
The present method may further comprise maintaining a treatment regime or determining the prophylactic treatment as being effective, when/if the level of one or more biomarkers increases or decreases by at least about 10%, at least about 15%, at least about 20%, at least about 30%, at least about 40%, at least about 50%, at least about 60%, at least about 70%, at least about 80%, at least about 90%, at least about 100%, at least 1.1-fold, at least 1.2-fold, at least 1.3-fold, at least 1.4-fold, at least 1.5-fold, at least 1.6-fold, at least 1.8-fold, at least 2-fold, at least 2.5-fold, at least 3-fold, at least 3.5-fold, at least 4-fold, at least 4.5-fold, at least 5-fold, from about 30% to about 3-fold, from about 40% to about 2.5-fold, from about 50% to about 2-fold, or from about 60% to about 1.5-fold, compared to its level in the control sample.
The present method may further comprise adjusting a treatment regime, when/if the level of one or more biomarkers is unchanged, or increases or decreases by less than about 10%, less than about 15%, less than about 20%, less than about 30%, less than about 40%, less than about 50%, less than about 60%, less than about 70%, less than about 80%, less than about 90%, less than about 100%, less than 1.1-fold, less than 1.2-fold, less than 1.3-fold, less than 1.4-fold, less than 1.5-fold, less than 1.6-fold, less than 1.8-fold, less than 2-fold, less than 2.5-fold, less than 3-fold, less than 3.5-fold, less than 4-fold, less than 4.5-fold, or less than 5-fold, compared to its level in the control sample.
The biomarkers may be purines, purine metabolites, purine precursors, purine derivatives, pyrimidines, pyrimidine metabolites, pyrimidine precursors, pyrimidine derivatives, nucleotides, nucleotide metabolites, nucleotide precursors, nucleotide derivatives, neurotransmitters, neurotransmitter metabolites, neurotransmitter precursors, neurotransmitter derivatives, and combinations thereof.
The neurotransmitters may be inhibitory neurotransmitters or excitatory neurotransmitters. The neurotransmitters may be amino acid-derived neurotransmitters.
In certain embodiments, the biomarkers are selected from those listed in
The prophylactic treatment may comprise administering an effective amount of a pharmaceutic composition comprising ketamine, a ketamine analog, or a pharmaceutically acceptable salt, derivative, or metabolite thereof, to the subject prior to the stressor.
The prophylactic treatment may comprise administering an effective amount of a pharmaceutic composition comprising an antagonist of the glutamate N-methyl-D-aspartate (NMDA) receptor to a subject prior to a stressor. The antagonist of the NMDA receptor may comprise ketamine, a ketamine analog, or a pharmaceutically acceptable salt, derivative, or metabolite thereof.
The prophylactic treatment may comprise administering an effective amount of a pharmaceutic composition comprising an α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptor agonist, to a subject prior to a stressor. The AMPA receptor agonist may be selected from the group consisting of glutamate, AMPA, 5-fluorowillardiine, domoic acid, quisqualic acid, and (2R,6R)-hydroxynorketamine, CX546, or a pharmaceutically acceptable salt, derivative, or metabolite thereof.
The pharmaceutic composition may be administered to the subject about 48 hours to about 3 weeks, about 72 hours to about 2 weeks, about 1 week, about 13 days, about 12 days, about 11 days, about 10 days, about 9 days, about 8 days, about 7 days, about 6 days, about 5 days, about 4 days, about 3 days, about 2 days, or about 1 day, prior to a stressor.
The pharmaceutic composition may be administered to the subject once prior to a stressor. The pharmaceutical composition may be administered in a booster series.
The pharmaceutic composition may be administered orally, intravenously, intranasally, or via injection to the subject.
The pharmaceutic composition may comprise norketamine, hydroxyketamines, dehydronorketamine, and/or hydroxynorketamine (HNK). The pharmaceutic composition may comprise (2R,6R)-HNK and/or (2S,6S)-HNK.
The biological sample may be a plasma, serum, blood and/or urine sample.
The control sample may be from a healthy subject or a plurality of healthy subjects. The control sample may be from a subject who has had a prophylactic treatment without experiencing a stressor, or a plurality of patients who have had a prophylactic treatment without experiencing a stressor. The control sample may be from a subject who has experienced a stressor without a prophylactic treatment, or from a plurality of patients who have experienced a stressor without a prophylactic treatment.
In one embodiment, the level of the one or more biomarkers is determined by mass spectrometry (MS). In one embodiment, the level of the one or more biomarkers is determined by chromatography coupled with MS.
The stress-induced affective disorder may comprise major depressive disorder (MDD) and/or posttraumatic stress disorder (PTSD).
The stress-induced affective disorder may be selected from the group consisting of: depressive-like behavior and associated affective disorders, anhedonic behavior and associated affective disorders, anxiety and associated affective disorders, cognitive impairments and deficits and associated disorders, and combinations thereof.
The stress-induced affective disorder may comprise stress-induced psychopathology. The the stress-induced psychopathology may comprise depressive and/or anxious behavior.
The subject may be a mammal, such as a human.
Certain individuals are particularly vulnerable to developing stress-induced psychiatric disorders. Prophylactic treatments may be able to prevent the development of such psychiatric disorders, but there is currently no method to predict which patients are likely to benefit from such interventions. The present method uses therapeutic targets and biomarkers for the development of prophylactic treatments against stress-induced psychiatric disorders. The biomarkers can be used to develop targeted prophylactic treatments as well as blood tests to predict patient responsiveness to treatments (including pharmacological treatments) for informed treatment decisions.
Up to 30% of depression patients do not respond to pharmacological treatment. Khalid S A, Treatment-resistant depression: therapeutic trends, challenges, and future directions, Patient Preference and Adherence, 2012: 369-388. The present biomarkers may be used for a blood test to identify individuals who would be responsive to a prophylactic treatment against a stress-induced affective disorder or stress-induced psychopathology.
The present biomarkers may be used in drug discovery, e.g., identifying new targets for prophylactic treatments against stress-induced psychiatric disorders. This technology can enable the development of more targeted and effective therapies for stress-induced psychiatric disorders.
The biomarkers may help identify individuals at risk of developing stress-related psychiatric disorders. The biomarkers may be used for a diagnostic test to discriminate between different etiologies of a psychiatric disease.
The present disclosure provides for a method for treating a subject for a stress-induced affective disorder or stress-induced psychopathology. The method may comprise the following steps: (a) administering or having administered a prophylactic treatment to the subject prior to a stressor; (b) determining the level of one or more biomarkers in a biological sample obtained from the subject after step (a) and after the stressor; and (c) comparing the level obtained in step (b) with the level of the one or more biomarkers in a control sample.
The present disclosure also provides for a method for assessing a prophylactic treatment of a subject for a stress-induced affective disorder or stress-induced psychopathology. The method may comprise the following steps: (a) determining the level of one or more biomarkers in a biological sample obtained from the subject after a prophylactic treatment and after a stressor; and (b) comparing the level obtained in step (a) with the level of the one or more biomarkers in a control sample.
The method may further comprise maintaining a treatment regime or determining the prophylactic treatment as being effective, when the level of one or more biomarkers increases or decreases by at least 10% compared to its level in the control sample.
An additional step of the present method may alternatively be adjusting a treatment regime, when the level of one or more biomarkers is unchanged, or increases or decreases by less than 10%, compared to its level in the control sample.
In certain embodiments, the present method determines/detects the level of one or more biomarkers selected from those listed in
If the level of at least one, or at least 2 (at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 20, at least 30, at least 40, at least 50, between 5 and 30, between 5 and 10, between 10 and 20, between 30 and 50, or between 50 and 100) biomarkers increases or decreases by about 1% to about 100%, about 5% to about 90%, about 10% to about 80%, about 5% to about 70%, about 5% to about 60%, about 10% to about 50%, about 15% to about 40%, about 5% to about 20%, about 1% to about 20%, about 10% to about 30%, about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 100%, about 10% to about 90%, about 12.5% to about 80%, about 20% to about 70%, about 25% to about 60%, or about 25% to about 50%, about 2-fold, about 3-fold, about 4-fold, about 5-fold, about 6-fold, about 7-fold, about 8-fold, about 9-fold, about 10-fold, at least 1.1-fold, at least 1.2-fold, at least 1.3-fold, at least 1.4-fold, at least 1.5-fold, at least 1.6-fold, at least 1.8-fold, at least 2-fold, at least 3-fold, at least 4-fold, at least 5-fold, at least 6-fold, at least 7-fold, at least 8-fold, at least 9-fold, at least 10-fold, at least 15-fold, at least 20-fold, at least 50-fold, at least 100-fold, at least 120-fold, from about 2-fold to about 500-fold, from about 1.1-fold to about 10-fold, from about 1.1-fold to about 5-fold, from about 1.5-fold to about 5-fold, from about 2-fold to about 5-fold, from about 3-fold to about 4-fold, from about 5-fold to about 10-fold, from about 5-fold to about 200-fold, from about 10-fold to about 150-fold, from about 10-fold to about 20-fold, from about 20-fold to about 150-fold, from about 20-fold to about 50-fold, from about 30-fold to about 150-fold, from about 50-fold to about 100-fold, from about 70-fold to about-150 fold, from about 100-fold to about 150-fold, from about 10-fold to about 100-fold, from about 100-fold to about 200-fold, compared to its (or their) level in a control sample, the therapy is considered to be effective. An effective therapy may be maintained/continued, or discontinued if the patient's condition has improved and is no longer in need of treatment. An ineffective treatment may be altered or modified, or replaced with other treatment.
The present methods can include the steps of measuring the level of at least one biomarker in a sample from a patient having received, or receiving, a therapeutic intervention, and comparing the measured level to a reference level or the level of at least one biomarker in a control sample. The measured level of the at least one biomarker is indicative of the therapeutic efficacy of the therapeutic intervention.
Based on the measured biomarker levels, therapy may be continued or altered, e.g., by change of dose or dosing frequency, or by addition of other active agents, or change of therapeutic regimen altogether.
The present invention also encompasses a method of predicting or assessing the level of severity of the disorder/condition in a patient. In one embodiment, the method comprises measuring the level of at least one biomarker in a biological sample from a patient; and comparing the measured level to a reference level or the level of the at least one biomarker in a control sample, wherein the measured level of the at least one biomarker is indicative of the level of severity of the disorder/condition in the patient. In other embodiments, an increase or decrease (as described herein) in the level of the biomarker is indicative of the level of severity of the disorder/condition in the patient.
The level/amount of the biomarker(s) in a patient may be determined/detected. The level/amount of the biomarker(s) of the patient may be compared with a reference value, where the reference value is based on the level/amount of a set of biomarkers in a control sample, and/or based on a set of biomarkers in an unaffected individual or unaffected individuals, and/or based on a set of biomarkers in the patient before, after and/or during therapy. The changes in biomarker level may be used to alter or direct therapy, including, but not limited to, initiating, altering or stopping therapy.
Another aspect of the disclosure is a kit containing a reagent for measuring at least one biomarker in a biological sample, instructions for measuring at least one biomarker, and instructions for evaluating or monitoring therapeutic efficacy in a patient based on the level of the at least one biomarker. In some embodiments, the kit contains reagents for measuring from 1 to about 20 biomarkers, including 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 up to n biomarkers. Also encompassed by the disclosure are kits for assessing or predicting the severity or progression of the disorder/condition in a subject. The kit may comprise a reagent for measuring at least one biomarker in a biological sample, and instructions for assessing severity or progression of the disorder/condition based on the level of the at least one biomarker. The kit may comprise one or biochips to assay the levels of a plurality biomarkers.
The level of at least one, or at least 2 (or at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 20, at least 30, at least 40, between 5 and 30, between 5 and 10, between 2 and 6, between 3 and 5, between 10 and 20, or between 20 and 45) biomarkers in the sample may increase or decrease by about 1% to about 100%, about 5% to about 90%, about 10% to about 80%, about 5% to about 70%, about 5% to about 60%, about 10% to about 50%, about 15% to about 40%, about 5% to about 20%, about 1% to about 20%, about 10% to about 30%, at least about 5%, at least about 10%, at least about 15%, at least about 20%, at least about 25%, at least about 30%, at least about 35%, at least about 40%, at least about 45%, at least about 50%, at least about 55%, at least about 60%, at least about 65%, at least about 70%, at least about 75%, at least about 80%, at least about 85%, at least about 90%, at least about 95%, at least about 100%, about 10% to about 90%, about 12.5% to about 80%, about 20% to about 70%, about 25% to about 60%, or about 25% to about 50%, about 2-fold, about 3-fold, about 4-fold, about 5-fold, about 6-fold, about 7-fold, about 8-fold, about 9-fold, about 10-fold, at least 1.1-fold, at least 1.2-fold, at least 1.3-fold, at least 1.4-fold, at least 1.5-fold, at least 1.6-fold, at least 1.8-fold, at least 2-fold, at least 2.5-fold, at least 3-fold, at least 3.5-fold, at least 4-fold, at least 4.5-fold, at least 5-fold, at least 5.5-fold, at least 6-fold, at least 7-fold, at least 8-fold, at least 9-fold, at least 10-fold, at least 15-fold, at least 20-fold, at least 50-fold, at least 100-fold, at least 120-fold, from about 2-fold to about 500-fold, from about 1.1-fold to about 10-fold, from about 1.1-fold to about 5-fold, from about 1.5-fold to about 5-fold, from about 2-fold to about 5-fold, from about 3-fold to about 4-fold, from about 5-fold to about 10-fold, from about 5-fold to about 200-fold, from about 10-fold to about 150-fold, from about 10-fold to about 20-fold, from about 20-fold to about 150-fold, from about 20-fold to about 50-fold, from about 30-fold to about 150-fold, from about 50-fold to about 100-fold, from about 70-fold to about 150-fold, from about 100-fold to about 150-fold, from about 10-fold to about 100-fold, from about 100-fold to about 200-fold, compared to the level(s) in the control sample.
In certain embodiments, the levels of a plurality of biomarkers in the sample may be assayed, which comprises 2 or more, 3 or more, 4 or more, 5 or more, 6 or more, 7 or more, 8 or more, 9 or more, 10 or more, 15 or more, 20 or more, 25 or more, 30 or more, 35 or more, 3-50, 5-50, 10-50, 15-50, 20-50, 30-50, or 50-100, biomarkers.
The samples may include, but are not limited to, serum, plasma, blood, whole blood and derivatives thereof, cardiac tissue, bone marrow, urine, cerebrospinal fluid (CSF), myocardium, endothelium, skin, hair, hair follicles, saliva, oral mucus, vaginal mucus, sweat, tears, epithelial tissues, semen, seminal plasma, prostatic fluid, excreta, ascites, lymph, bile, as well as other samples or biopsies. In one embodiment, the biological sample is plasma or serum.
The level or amount of a biomarker in a patient sample can be compared to a reference level or amount of the biomarker present in a control sample. The control sample may be from a patient who has experienced a stressor without a prophylactic treatment, or from a plurality of patients who have experienced a stressor without a prophylactic treatment.
The control sample may be from a patient who has had a prophylactic treatment without experiencing a stressor, or a plurality of patients who have had a prophylactic treatment without experiencing a stressor. The control sample may be from a healthy subject or a plurality of healthy subjects. In other embodiments, a control sample is taken from a patient prior to a stressor or prior to a prophylactic treatment (from an untreated patient). In certain embodiments, a control sample is from a patient or a plurality of patients unresponsive to a prophylactic treatment. Reference levels for a biomarker can be determined by determining the level of a biomarker in a sufficiently large number of samples obtained from normal, healthy control subjects to obtain a pre-determined reference or threshold value. A reference level can also be determined by determining the level of the biomarker in a sample from a patient prior to a stressor or prior to a prophylactic treatment (from an untreated patient). Reference (or calibrator) level information and methods for determining reference levels can be obtained from publicly available databases, as well as other sources.
The present methods may comprise prophylactically treating a stress-induced affective disorder or stress-induced psychopathology in a subject. Also encompassed by the present methods are inducing and/or enhancing stress resilience in a subject. In certain embodiments, an effective amount of an antagonist of the glutamate N-methyl-D-aspartate (NMDA) receptor, such as ketamine or a pharmaceutically acceptable salt or derivative thereof, is administered to a subject prior to a stressor.
The present agent/composition may be administered therapeutically to achieve a therapeutic benefit or prophylactically to achieve a prophylactic benefit. By therapeutic benefit is meant eradication or amelioration of the underlying stress-induced affective disorder being treated, and/or eradication or amelioration of one or more of the symptoms associated with the underlying disorder. By prophylactic benefit is meant prevention or delay of the onset of a stress-induced affective disorder, and/or prevention or delay of the onset of one or more of the symptoms associated with a stress-induced affective disorder. In certain embodiments, an effective amount of the present agent/composition to be administered prevents stress-related disorders from developing or being exacerbated into more serious conditions.
In certain embodiments, for prophylactic administration, the present agent/composition may be administered to a patient at risk of developing a stress-induced affective disorder, or to a patient reporting one or more of the physiological symptoms of a stress-induced affective disorder, even though a diagnosis of a stress-induced affective disorder may not have yet been made. In certain embodiments, prophylactic administration is applied to avoid the onset of the physiological symptoms of the underlying disorder, before the symptom manifests cyclically. In this latter embodiment, the therapy is prophylactic with respect to the associated physiological symptoms instead of the underlying indication. In certain embodiments, the present agent/composition is administered prior to recurrence of a stressor. In certain embodiments, the present agent/composition is administered prior to the onset of a particular symptom.
In a further embodiment, the present invention provides for the use of the present agent or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, in the preparation of a medicament for the treatment of a stress-induced affective disorder.
“Treating” or “treatment” of a state, disorder or condition includes:
(1) preventing or delaying the appearance of clinical symptoms of the state, disorder, or condition developing in a person who may be afflicted with or predisposed to the state, disorder or condition but does not yet experience or display clinical symptoms of the state, disorder or condition; or
(2) inhibiting the state, disorder or condition, i.e., arresting, reducing or delaying the development of the disease or a relapse thereof (in case of maintenance treatment) or at least one clinical symptom, sign, or test, thereof; or
(3) relieving the disease, i.e., causing regression of the state, disorder or condition or at least one of its clinical or sub-clinical symptoms or signs.
The benefit to a subject to be treated is either statistically significant or at least perceptible to the patient or to the physician.
A “prophylactically effective amount” refers to an amount effective, at dosages and for periods of time necessary, to achieve the desired prophylactic result. In certain embodiments, since a prophylactic dose is used in subjects prior to or at an earlier stage of a disorder, the prophylactically effective amount is less than the therapeutically effective amount. In certain embodiments, the prophylactically effective amount is similar to, identical to, or more than, the therapeutically effective amount.
A therapeutically effective amount, or an effective amount, of a drug is an amount effective to demonstrate a desired activity of the drug. A “therapeutically effective amount” will vary depending on the compound, the disorder and its severity and the age, weight, physical condition and responsiveness of the subject to be treated. In certain embodiments, a effective amount of ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, is an amount effective to prevent or delay the onset of a stress-induced affective disorder, and/or effective to alleviate, one or more of the symptoms of a stress-induced affective disorder.
In certain embodiments, an effective amount of the present agent is a sub-anesthetic amount of ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof. In certain embodiments, an effective amount of the present agent is a sub-analgesic amount of ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof.
A subject may be treated with ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, via intravenous, oral, transdermal or intranasal administration. In certain embodiments, a subject is injected with ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof.
A subject may be treated with a single dose of an effective amount of ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, prior to and/or after a stressor. In some aspects, a subject is treated with multiple doses of an effective amount of ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, prior to, during, and/or after, a stressor.
In certain embodiments, the present agent, such as ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, is administered in a composition comprising a pharmaceutically acceptable carrier, excipient or diluent. Also provided herein is a pharmaceutical composition that comprises ketamine, or a pharmaceutically acceptable salt or solvate thereof, or a physiologically functional derivative thereof, and a pharmaceutically acceptable carrier, excipient or diluent, for use in the prophylactic treatment of a stress-induced affective disorder.
“Patient” or “subject” refers to mammals and includes human and veterinary subjects. In certain embodiments, the subject is a mammal.
Biomarkers
The present method measures the level of at least one biomarker in a biological sample.
The biomarkers may be purines, purine metabolites, purine precursors, purine derivatives, pyrimidines, pyrimidine metabolites, pyrimidine precursors, pyrimidine derivatives, nucleotides, nucleotide metabolites, nucleotide precursors, nucleotide derivatives, neurotransmitters, neurotransmitter metabolites, neurotransmitter precursors, and neurotransmitter derivatives. Neurotransmitters may be inhibitory neurotransmitters or excitatory neurotransmitters. Neurotransmitters may be amino acid-derived neurotransmitters. Neurotransmitter precursors may be precursors to inhibitory neurotransmitters or precursors to excitatory neurotransmitters.
In one embodiment, the biomarkers include purine metabolites. The biomarkers may be selected from those listed in
Biomarkers may include purine metabolites, such as adenine, adenosine monophosphate (AMP), adenosine triphosphate (ATP), D-ribose 5-phosphate, D-ribulose 5-phosphate, guanosine monophosphate, guanosine diphosphate, hypoxanthine, inosine, and phosphoribosyl pyrophosphate.
The level of the biomarker in the biological sample may increase or decrease compared to the level of the biomarker in the control sample.
Biomarkers may include pyrimidine metabolites, such as cytidine monophosphate, dihydrothymine, uridine 5-monophosphate, and uridine 5-diphosphate. Biomarkers may include pyrimidine metabolites, such as 5,6-dihydrouridine.
In one embodiment, the level of the biomarker in the biological sample increases compared to the level of the biomarker in the control sample. Non-limiting examples of such biomarkers include adenine, adenosine monophosphate (AMP), adenosine triphosphate (ATP), D-ribose 5-phosphate, D-ribulose 5-phosphate, guanosine monophosphate, guanosine diphosphate, hypoxanthine, inosine, and phosphoribosyl pyrophosphate. Non-limiting examples of such biomarkers also include cytidine monophosphate, dihydrothymine, uridine 5-monophosphate, and uridine 5-diphosphate.
In one embodiment, the level of the biomarker in the biological sample decreases compared to the level of the biomarker in the control sample. Non-limiting examples of such biomarkers include 5,6-dihydrouridine.
In one embodiment, the biomarkers include amino acid-derived neurotransmitters and precursors. The biomarkers may be selected from those listed in Table 3.
Biomarkers may include excitatory neurotransmitters such as serine (e.g., D-serine), glutamic acid (e.g., L-glutamic acid), and glutamate. Biomarkers may include inhibitory neurotransmitters such as gamma-aminobuytric acid (GABA), 5-hydroxy-L-tryptophan (5-HTP), O-phosphoethanolamine (PE), and N-acetyl-L-tyrosine.
In one embodiment, the level of the biomarker in the biological sample increases compared to the level of the biomarker in the control sample. Non-limiting examples of such biomarkers include 5-hydroxy-L-tryptophan (5-HTP), and O-phosphoethanolamine (PE).
In another embodiment, the level of the biomarker in the biological sample decreases compared to the level of the biomarker in the control sample. Non-limiting examples of such biomarkers include serine (e.g., D-Serine), glutamic acid (e.g., L-glutamic acid), glutamate, gamma-aminobuytric acid (GABA), and N-acetyl-L-tyrosine.
In certain embodiments, the sample is a body fluid. For example, the body fluid can include, but are not limited to, serum, plasma, blood, whole blood and derivatives thereof, urine, tears, saliva, sweat, cerebrospinal fluid (CSF), oral mucus, vaginal mucus, seminal plasma, semen, prostatic fluid, excreta, ascites, lymph, bile, and amniotic fluid. In certain embodiments, the biological sample is plasma or serum. In certain embodiment, samples can include, but are not limited to, skin, hair, hair follicles, epithelial tissues, bone marrow, endothelium, brain tissue, as well as other samples or biopsies.
The sample may be obtained at any time point after, during, and/or before, the prophylactic treatment and/or after a stressor, such as about 10 minutes, about 30 minutes, about 1 hour, about 2 hours, about 3 hours, about 4 hours, about 5 hours, about 6 hours, about 7 hours, about 8 hours, about 10 hours, about 12 hours, about 15 hours, about 18 hours, about 20 hours, about 22 hours, about 1 day, about 2 days, about 3 days, about 4 days, about 5 days, about 6 days, about 1 week, about 2 weeks, about 3 weeks, about 4 weeks, about 1 month, about 2 months, about 3 months, about 4 months, about 5 months, about 6 months, about 1 year, about 2 years, about 3 years, about 5 years or longer after, during, and/or before, the prophylactic treatment and/or after the stressor. The time point may also be earlier or later. In one embodiment, the sample is obtained about 4 weeks after the prophylactic treatment and/or after the stressor.
In certain embodiments, 1 or more, 2 or more, 3 or more, 4 or more, 5 or more, 6 or more, 7 or more, 8 or more, 9 or more, 10 or more, 15 or more, 20 or more, 25 or more, 30 or more, 35 or more, 40 or more, 45 or all, biomarkers selected from the biomarkers in
The level or amount of biomarkers in a patient sample can be compared to a reference level or amount of the biomarkers present in a control sample.
The level of a biomarker (or a plurality of biomarkers) can be detected and/or quantified by any of a number of methods well known to those of skill in the art. The biomarkers may be detected by, for example, mass spectrometry (MS). Also included are analytic biochemical methods such as electrophoresis, capillary electrophoresis, liquid chromatography, nuclear magnetic resonance (NMR), spectrophotometry, high-performance liquid chromatography (HPLC), thin layer chromatography (TLC), hyper-diffusion chromatography, liquid chromatography-tandem mass spectrometry, electrochemical analysis, and the like. Other techniques include refractive index spectroscopy (RI), ultra-violet spectroscopy (UV), fluorescent analysis, radiochemical analysis, near-infrared spectroscopy (Near-IR), light scattering analysis (LS), gas-chromatography-mass spectroscopy (GC-MS), gas chromatography, mass spectrometry, and liquid-chromatography-mass spectroscopy (LC-MS, LC-MS/MS) and other methods known in the art, alone or in combination. U.S. Pat. Nos. 4,366,241; 4,376,110; 4,517,288; and 4,837,168. Methods in Cell Biology Volume 37: Antibodies in Cell Biology, Asai, ed. Academic Press, Inc. New York (1993); Basic and Clinical Immunology 7th Edition, Stites & Terr, eds. (1991).
Levels of biomarkers can be detected using methods well known in the art as a reflection of metabolic activity, such as liquid chromatography. Liquid chromatography coupled with tandem mass spectrometric detection (LC/MS/MS) can be used as an analytical method. Using automated sample-processing techniques, such as on-line column switching, combined with high-sample-density microtiter plates, can further maximize analytical throughput. Selectivity can be further enhanced by the quadrupole ion trap, a device that “traps” ions in a space bounded by a series of electrodes. The unique feature of the ion trap is that an MS/MS experiment (or, multi-step MS experiments) can be performed sequentially in time within a single mass analyzer, yielding a wealth of structural information. Hybrid quadrupole-time-of-flight (Q-TOF) LC/MS/MS systems can also be used for the characterization of metabolite profiles. The configuration of Q-TOF results in high sensitivity in mass resolution and mass accuracy in a variety of scan modes.
Liquid chromatography coupled with nuclear magnetic resonance spectroscopy (LC-NMR) provides a way of confirming absolute molecular configurations. A linear ion-trap mass spectrometer possesses significantly enhanced production-scanning capabilities, while retaining all of the scan functions of a triple quadrupole MS. The ultra-high resolution and sensitivity of Fourier transform ion-cyclotron resonance MS (FI-ICRMS) can be useful for the analysis and characterization of biological mixtures.
HPLC columns equipped with coulometric array technology can be used to analyze the samples.
The compounds may be mapped to biochemical pathways and the pathways that are affected are determined.
The present method may comprise studying metabolites in the sample, conducting metabolomics analysis (including targeted or untargeted metabolomic profiling), and/or analyzing metabolite profiles of the sample.
The disclosure further includes arrays, microarrays, chips, biochips etc. for the analysis of levels of a plurality of biomarkers.
In one embodiment, a difference (increase or decrease) in the measured level of the biomarker(s) relative to the level of the biomarker(s) in the control sample or a pre-determined reference value is indicative of the therapeutic efficacy of the therapeutic intervention (e.g., a prophylactic treatment). In another embodiment, an increase (or decrease) in the measured level of the biomarker(s) relative to the level of the biomarker(s) in the control sample or pre-determined reference value is indicative of the therapeutic efficacy of the therapeutic intervention. For instance, in such embodiments, when the level of one or more biomarkers is increased (or decreased) when compared to the level in a control sample or pre-determined reference value in response to a therapeutic intervention, the increase (or decrease) is indicative of therapeutic efficacy of the therapeutic intervention.
In certain embodiments, a reduction or decrease in the measured level of the biomarker(s) relative to the level of the biomarker(s) in the control sample or pre-determined reference value can be indicative of the therapeutic efficacy of the therapeutic intervention. For instance, in such embodiments, when the level of one or more biomarkers is decreased (or increased) when compared to the level in a control sample or pre-determined reference value in response to a therapeutic intervention, the decrease (or increase) is indicative of therapeutic efficacy of the therapeutic intervention.
Patients showing different (elevated or reduced) levels of one or more biomarkers can be identified. The expression profile of these biomarkers may be used to calculate a score for the combined or individual biomarker expression. The scores of these patients will be compared to the score of individuals as a control. The clinical condition of these patients with respect to their psychiatric status may be correlated with the biomarker profiles. The scores may be used to identify groups of patients responsive to the prophylactic treatment.
Samples Sampling methods are well known by those skilled in the art and any applicable techniques for obtaining biological samples of any type are contemplated and can be employed with the methods of the present invention. (See, e.g., Clinical Proteomics: Methods and Protocols, Vol. 428 in Methods in Molecular Biology, Ed. Antonia Vlahou (2008).) The samples may be drawn before, during or after a prophylactic treatment and/or a stressor. The samples may be drawn at different time points before, during or after a prophylactic treatment and/or a stressor.
The sample may be obtained from the subject at any point before, during or after a prophylactic treatment and/or a stressor. In some embodiments, the sample is obtained about 1 week, about 2 weeks, about 3 weeks, about 1 month, about 2 months, about 3 months, about 4 months, about 5 months, about 6 months, at least 1, 2, 3, or 6 months, before, during or after a prophylactic treatment and/or a stressor. In some embodiments, the sample is obtained least 1, 2, 3, 4, 6 or 8 weeks before, during or after a prophylactic treatment and/or a stressor. In some embodiments, the sample is obtained at least 1, 2, 3, 4, 5, 6, or 7 days before, during or after a prophylactic treatment and/or a stressor. In some embodiments, the sample is obtained at least 10 minutes, 30 minutes, 1 hour, 6 hours, 12 hours, 18 hours or 24 hours before, during or after a prophylactic treatment and/or a stressor. In other embodiments, the sample is obtained at least one week before, during or after a prophylactic treatment and/or a stressor. In some embodiments, one or more biomarkers are measured between 1 and 8 weeks, between 2 and 7 weeks, at 1, 2, 3, 4, 5, 6, 7 or 8 weeks before, during or after a prophylactic treatment and/or a stressor.
Ketamine
Ketamine ((RS)-2-(2-chlorophenyl)-2-(methylamino)cyclohexanone) is an antagonist of the glutamate N-methyl-D-aspartate (NMDA) receptor (NMDAR). Ketamine also acts on opioid receptors, sigma receptors, muscarinic receptors, monoamine transporters, etc.
Ketamine is a chiral compound. As used herein, the term “ketamine” may refer to (S)-ketamine (also referred to as S(+)-ketamine or esketamine), (R)-ketamine (R(−)-ketamine), or a racemic mixture of (S)-ketamine and (R)-ketamine. In certain embodiments, the ketamine compositions contain different proportions of the S(+) and R(−) stereoisomers. In certain embodiments, the ketamine compositions contain only (S)-ketamine or (R)-ketamine, or are enantiomerically enriched for a ketamine enantiomer. In certain embodiments, the ketamine composition is enriched to contain, for example, greater than 60%, greater than 70%, greater than 80%, greater than 90%, greater than 95%, greater than 99%, or greater than 99.9 of (S)-ketamine or (R)-ketamine. Paul et al., “Comparison of racemic ketamine and S-ketamine in treatment-resistant major depression: report of two cases”, World J. of Bio. Psych., 2009, pp 241-244, Vol. 10(3); Paskalis et al., Oral Administration of the NMDA Receptor Antagonist S-Ketamine as Add-on Therapy of Depression: A Case Series, Pharmacopsychiatry, 2010, pp 33-35, Vol. 40; Noppers et al., Absence of long-term analgesic effect from a short-term S-ketamine infusion on fibromyalgia pain: A randomized, prospective, double blind, active placebo-controlled trial”, Eur. J. of Pain., 2011, 15(9):942-9; Matthews et al., Ketamine for Treatment-Resistant Unipolar Depression, CNS Drugs, 2012, 1-16; and International Patent Publication No. WO2013138322.
The term “pharmaceutically acceptable derivative” refers to any pharmaceutically acceptable salt, solvate or prodrug, e.g. ester, of a compound which upon administration to the recipient is capable of providing (directly or indirectly) a compound or an active metabolite or residue thereof. Such derivatives are recognizable to those skilled in the art, without undue experimentation. Derivatives are described, for example, in Burger's Medicinal Chemistry and Drug Discovery, 5th Edition, Vol 1: Principles and Practice, which is incorporated herein by reference. In certain embodiments, pharmaceutically acceptable derivatives include salts, solvates, esters, carbamates, and phosphate esters. In one embodiment, the present composition contains a hydrochloride salt of ketamine.
The present agent may be administered by various routes, including intravenous (i.v. or IV), intranasal (i.n. or IN), intramuscular (i.m. or IM), caudal, intrathecal, and subcutaneous (s.c.) routes.
NMDA Receptor Antagonists—Ketamine and Other Compounds
NMDA receptor antagonists are compounds that antagonize, or inhibit, the action of the NMDA receptor. An NMDA receptor antagonist may be a competitive antagonist, an uncompetitive antagonist, a noncompetitive antagonist, and/or a glycine antagonist.
Non-limiting examples of NMDA receptor antagonists include, ketamine, dextromethorphan (DXM), histogranin, memantine, meperidine, methadone, methoxetamine (MXE), phencyclidine (PCP), nitrous oxide (N2O), AP5 (APV, R-2-amino-5-phosphonopentanoate), AP7 (2-amino-7-phosphonoheptanoic acid), CPPene ((3-[(R)-2-carboxypiperazin-4-yl]-prop-2-enyl-1-phosphonic acid), Selfotel, Amantadine, Atomoxetine, AZD6765, Agmatine, chloroform, dextrallorphan, dextromethorphan, dextrorphan, diphenidine, dizocilpine (MK-801), ethanol, eticyclidine, gacyclidine, ibogaine, magnesium, memantine, nitromemantine, rolicyclidine, tenocyclidine, methoxydine, tiletamine, neramexane, eliprodil, dexoxadrol, etoxadrol, remacemide, delucemine, WMS-2539, NEFA, 8A-PDHQ, HU-211, Aptiganel (Cerestat, CNS-1102), rhynchophylline, kynurenic acid, Rapastinel (GLYX-13), NRX-1074, 7-Chlorokynurenic acid, 4-Chlorokynurenine (AV-101), TK-40, 1-Aminocyclopropanecarboxylic acid (ACPC), L-Phenylalanine, Xenon, or analogs or derivatives thereof. Ketamine derivatives such as Rapastinel or Glyx-13 are also included. Rapastinel is an NMDA receptor glycine site partial agonist. It is an amidated tetrapeptide (Thr-Pro-Pro-Thr-NH2) which rapidly crosses the blood brain barrier, but is not active orally.
Compounds that are mechanistically similar to ketamine are expected to be protective against stress-induced de novo psychopathology. Such compounds include:
Non-limiting examples of the NMDA receptor antagonists also include anti-receptor antibodies, anti-ligand antibodies, etc.
Several synthetic opioids function as NMDA receptor-antagonists, such as pethidine, methadone, meperidine, dextropropoxyphene, tramadol, levorphanol, and ketobemidone.
AMPA Receptor Agonists
AMPA receptor agonists are compounds that activate the action of the a-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptor. It is expected that compounds that activate the AMPA receptor, including metabolites, will have a similar effect as the present effects shown with ketamine, in view of recent findings that a ketamine metabolite's antidepressant activity in mice was due to sustained activation of the AMPA receptor, rather than inhibiting NMDAR. (See, Zanos et al., (2016). “NMDAR inhibition-independent antidepressant actions of ketamine metabolites. Nature, 533: 481-486.)
Thus, in certain embodiments, AMPA receptor agonists may be used in the methods described herein. Non-limiting examples of the AMPA receptor agonists include glutamate, AMPA, 5-fluorowillardiine, domoic acid, quisqualic acid, (2R,6R)-hydroxynorketamine, CX546, etc.
Ketamine Metabolites
Ketamine is a derivative of arylcyclohexylamine and contains a chiral center. Since the 1950s, a large number of arylcyclohexylamines have been synthesized: these compounds have shown a wide range of possible pharmacological activities. When administered orally, it undergoes first-pass metabolism, where it is stereo selectively metabolized into a broad array of metabolites, including norketamine, hydroxyketamines, dehydronorketamine and hydroxynorketamine (HNK). After ketamine administration, (2S,6S;2R,6R)-HNK are the two major HNK metabolites found in the plasma and brain. Interestingly, a recent study has shown that the (2R,6R)-HNK metabolite is: 1) essential for the antidepressant effects of ketamine, 2) dependent on a-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA) receptor activation, and 3) non-hypnotic (Zanos et al., 2016). All of these compounds are expected to behave similarly in the presently described methods, including enantiomers and non-psychotomimetic metabolites of ketamine.
The present composition may also comprise ketamine's enantiomers and/or non-psychotomimetic metabolites. Such compounds include:
Other ketamine analogs may also be used. Such compounds include:
The compounds used in the present methods include all hydrates, solvates, and complexes of the compounds. If a chiral center or another form of an isomeric center is present in a compound of the present invention, all forms of such isomer or isomers, including enantiomers and diastereomers, are intended to be covered herein. Compounds containing a chiral center may be used as a racemic mixture, an enantiomerically enriched mixture, or the racemic mixture may be separated using well-known techniques and an individual enantiomer may be used alone. The compounds described in the present invention are in racemic form or as individual enantiomers. The enantiomers can be separated using known techniques, such as those described in Pure and Applied Chemistry 69, 1469-1474, (1997) IUPAC. In cases in which compounds have unsaturated carbon-carbon double bonds, both the cis (Z) and trans (E) isomers are within the scope of this invention. In cases wherein compounds may exist in tautomeric forms, such as keto-enol tautomers, each tautomeric form is contemplated as being included within this invention whether existing in equilibrium or predominantly in one form.
When the structure of the compounds used in this invention includes an asymmetric carbon atom such compound can occur as racemates, racemic mixtures, and isolated single enantiomers. All such isomeric forms of these compounds are expressly included in this invention. Each stereogenic carbon may be of the R or S configuration. It is to be understood accordingly that the isomers arising from such asymmetry (e.g., all enantiomers and diastereomers) are included within the scope of this invention, unless indicated otherwise. Such isomers can be obtained in substantially pure form by classical separation techniques and by stereochemically controlled synthesis, such as those described in “Enantiomers, Racemates and Resolutions” by J. Jacques, A. Collet and S. Wilen, Pub. John Wiley & Sons, N Y, 1981. For example, the resolution may be carried out by preparative chromatography on a chiral column.
The present disclosure is also intended to include use of all isotopes of atoms occurring on the compounds disclosed herein. Isotopes include those atoms having the same atomic number but different mass numbers. Isotopically-labeled compounds can generally be prepared by conventional techniques known to those skilled in the art or by processes analogous to those described in the Examples disclosed herein using an appropriate isotopically-labeled reagents in place of the non-labeled reagents employed.
The compounds of the instant invention may be in a salt form. As used herein, a “salt” is a salt of the instant compound which has been modified by making acid or base, salts of the compounds. In the case of compounds used for treatment of mammals, the salt is pharmaceutically acceptable. Examples of pharmaceutically acceptable salts include, but are not limited to, mineral or organic acid salts of basic residues such as amines; alkali or organic salts of acidic residues such as phenols. The salts can be made using an organic or inorganic acid. Such acid salts are chlorides, bromides, sulfates, nitrates, phosphates, sulfonates, formates, tartrates, maleates, malates, citrates, benzoates, salicylates, ascorbates, and the like. Phenolate salts are the alkaline earth metal salts, sodium, potassium or lithium. The term “pharmaceutically acceptable salt” in this respect, refers to the relatively non-toxic, inorganic and organic acid or base addition salts of compounds of the present invention. These salts can be prepared in situ during the final isolation and purification of the compounds of the invention, or by separately treating a purified compound of the invention in its free base or free acid form with a suitable organic or inorganic acid or base, and isolating the salt thus formed. Representative salts include the hydrobromide, hydrochloride, sulfate, bisulfate, phosphate, nitrate, acetate, valerate, oleate, palmitate, stearate, laurate, benzoate, lactate, phosphate, tosylate, citrate, maleate, fumarate, succinate, tartrate, napthylate, mesylate, glucoheptonate, lactobionate, and laurylsulphonate salts and the like. (See, e.g., Berge et al. (1977) “Pharmaceutical Salts”, J. Pharm. Sci. 66:1-19).
The present methods also encompass administering a physiologically functional derivative of the present compound. As used herein, the term “physiologically functional derivative” refers to a compound (e.g, a drug precursor) that is transformed in vivo to yield the present compound or its active metabolite, or a pharmaceutically acceptable salt, hydrate or solvate of the compound. The transformation may occur by various mechanisms (e.g., by metabolic or chemical processes), such as, for example, through hydrolysis in blood. Prodrugs are such derivatives, and a discussion of the use of prodrugs is provided by T. Higuchi and W. Stella, “Pro-drugs as Novel Delivery Systems,” Vol. 14 of the A.C.S. Symposium Series, and in Bioreversible Carriers in Drug Design, ed. Edward B. Roche, American Pharmaceutical Association and Pergamon Press, 1987.
Dosages
In certain embodiments, the effective amount of the present compound is a dose of about 0.01 to about 3 mg of ketamine per kilogram of body weight of the subject (mg/kg), i.e., from about 0.01 mg/kg to about 3 mg/kg body weight. In certain embodiments, the effective amount of the present compound ranges 0.001 to approximately 3 mg/kg body weight, 0.001 to approximately 2 mg/kg body weight, from about 0.01 mg/kg to about 3 mg/kg body weight, from about 0.01 to about 2 mg/kg of body weight, about 0.01 to about 1.5 mg/kg of body weight, about 0.05 to about 1.4 mg/kg of body weight, about 0.05 to about 1.3 mg/kg of body weight, about 0.05 to about 1.2 mg/kg of body weight, about 0.05 to about 1.1 mg/kg of body weight, about 0.01 to about 1 mg/kg of body weight, or about 0.05 to about 0.7 mg/kg of body weight. In some aspects, the dose is about 0.05 to about 0.5 mg/kg. In some aspects, the dose is less than about 0.5 mg/kg, less that about 0.4 mg/kg, or less than about 0.3 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.01 mg/kg to about 1.5 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.01 mg/kg to about 1 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.01 mg/kg to about 0.75 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.75 mg/kg to about 1.5 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.5 mg/kg to about 1.2 mg/kg body weight. In some aspects, the effective amount of the present compound is a dose in the range of from about 0.05 mg/kg to about 0.5 mg/kg. In some aspects, the effective amount of the present compound is a dose of about 0.2 mg/kg or about 0.4 mg/kg body weight. In some aspects, the dose of the present compound is, about 0.01 to about 1 mg/kg, about 0.1 to about 0.5 mg/kg, about 0.8 to about 1.2 mg/kg, about 0.7 to about 1.1 mg/kg, about 0.05 to about 0.7 mg/kg, about 0.01 mg/kg, about 0.05 mg/kg, about 0.1 mg/kg, about 0.2 mg/kg, about 0.3 mg/kg, about 0.4 mg/kg, about 0.5 mg/kg, about 0.6 mg/kg, about 0.7 mg/kg, about 0.8 mg/kg, about 0.9 mg/kg, about 1.0 mg/kg, about 1.1 mg/kg, about 1.2 mg/kg, about 1.3 mg/kg, about 1.4 mg/kg, about 1.5 mg/kg, about 1.6 mg/kg, about 1.7 mg/kg, about 1.8 mg/kg, about 1.9 mg/kg, about 2.0 mg/kg, or about 3 mg/kg body weight.
In certain embodiments, the dose of the present compound per administration is from about 1 to about 250 mg, from about 10 mg to about 300 mg, about 10 mg to about 250 mg, about 10 to about 200 mg, about 15 to about 175 mg, about 20 to about 175 mg, about 8 mg to about 32 mg, about 50 mg to about 75 mg, about 25 to about 150 mg, about 25 to about 125 mg, about 25 to about 100 mg, about 50 to about 100 mg, about 50 mg to about 75 mg, about 75 mg to about 100 mg, or about 75 mg to about 200 mg, about 1 mg, 2 mg, 4 mg, 5 mg, 10 mg, 15 mg, 20 mg, 25 mg, 30 mg, 35 mg, 40 mg, 45 mg, 50 mg, 55 mg, 60 mg, 65 mg, 70 mg, 75 mg, 80 mg, 85 mg, 90 mg, 95 mg, 100 mg, 110 mg, 120 mg, 130 mg, 140 mg, 150 mg, 160 mg, 170 mg, 180 mg, 190 mg, 200 mg, 210 mg, 220 mg, 230 mg, 240 mg, and 250 mg. In some aspects, the dose of the present compound is about 50 mg. In some aspects, the dose of the present compound is about 75 mg. In some aspects, the total dose of the present compound is about 100 mg.
In some aspects, the therapeutically effective amount of the present compound is a sub-anesthetic dose. In some aspects, the therapeutically effective amount of the present compound is a sub-analgesic dose. In certain embodiments, the therapeutically effective amount of the present compound is below the level that results in one or more side effects of the compound. In certain embodiments, the therapeutically effective amount of the present compound is an anesthetic dose or analgesic dose. U.S. Patent Publication No. 20160067196.
In some aspects, the (therapeutically) effective amount of the present compound is about 0.01 mg to about 1000 mg, from about 0.01 mg to about 500 mg, from about 0.1 mg to about 250 mg, or any amount or range therein. In another aspect, the (therapeutically) effective amount of the present compound is, e.g., 0.01 mg, 0.025 mg, 0.05 mg, 0.1 mg, 0.5 mg, 1 mg, 5 mg, 10 mg, 25 mg, 50 mg, 55 mg, 60 mg, 65 mg, 70 mg, 75 mg, 80 mg, 90 mg, 95 mg, 100 mg, 150 mg, 200 mg, 250 mg, or 500 mg.
In certain embodiments, a therapeutically effective dose of the present compound may be adjusted depending on conditions of the disease/disorder to be treated or prophetically treated, the age, body weight, general health conditions, sex, and diet of the subject, dose intervals, administration routes, excretion rate, and combinations of drugs.
An initial dose of the present compound may be larger, followed by one or more smaller maintenance doses. Other ranges are possible, depending on the subject's response to the treatment. An initial dose may be the same as, or lower or higher than subsequently administered doses.
The dose may be administered daily, weekly, biweekly, several times daily, semi-weekly, every other day, bi-weekly, quarterly, several times per week, semi-weekly, monthly etc., to maintain an effective dosage level. The duration and frequency of treatment may depend upon the subject's response to treatment.
In certain embodiments, a subject may be administered 1 dose, 2 doses, 3 doses, 4 doses, 5 doses, 6 doses or more of the present composition. In certain embodiments, a single dose of the present agent/composition is administered in the present method. In certain embodiments, multiple doses of the present agent/composition (e.g., 2 doses, 3 doses, 4 doses, 5 doses, 6 doses, 7 doses, 8 doses, 9 doses, 10 doses or more) are administered in the present method.
In certain embodiments, when there are more than one doses of the present compound/composition administered to a subject, the second dose is lower than the first dose. In certain embodiments, the second dose is an amount that is at most one-half, one-quarter, or one-tenth the amount of the first dose.
The number and frequency of doses may be determined based on the subject's response to administration of the composition, e.g., if one or more of the patient's symptoms improve and/or if the subject tolerates administration of the composition without adverse reaction.
In certain embodiments, the present agent/composition is administered at least once a day, at least twice a day, at least three times per day, or more. In certain embodiments, the present agent/composition is administered at least once a week, at least twice a week, at least three times per week, or more frequently. In certain embodiments, the present agent/composition is administered at least twice per month, or at least once per month.
Treatment using the present method can continue as long as needed.
Dosing Time Frame
In certain embodiments, the present agent/composition is administered to a subject prior to a stressor. In certain embodiments, the present agent/composition is administered to a subject both prior to and after a stressor. In certain embodiments, the present agent/composition is administered to a subject after a stressor. In certain embodiments, the present agent/composition is administered to a subject prior to a stressor, and again prior to a recurrence of the stressor or a different stressor.
In certain embodiments, the present agent/composition is administered to the subject about 12 hours to about 4 weeks, about 18 hours to about 4 weeks, about 1 day to about 3.5 weeks, about 2 days to about 3 weeks, about 3 days to about 3 weeks, about 4 days to about 3 weeks, about 5 days to about 3 weeks, about 6 days to about 3 weeks, about 2 days to about 2.5 weeks, about 3 days to about 2.5 weeks, about 4 days to about 2.5 weeks, about 5 days to about 2.5 weeks, about 6 days to about 2.5 weeks, about 1 week to about 2.5 weeks, about 1 week to about 2.5 weeks, about 1 week to about 2 weeks, about 3 days, about 4 days, about 5 days, about 6 days, about 1 week, about 8 days, about 9 days, about 10 days, about 11 days, about 12 days, about 13 days, about 2 weeks, about 2.5 weeks, about 3 weeks, about 3.5 weeks, or about 4 weeks, prior to, and/or after a stressor.
In certain embodiments, the administration of the present agent/composition is continued over a period of up to 2 days, up to 3 days, up to 4 days, up to 5 days, up to 6 days, up to 1 week, up to 2 weeks, up to 3 weeks, up to 4 weeks, 2 weeks, 3 weeks, 4 weeks, 5 weeks, 6 weeks, 7 weeks, 8 weeks, 9 weeks, 10 weeks, or longer.
In certain embodiments, the present agent/composition is administered once, twice, at least twice, at least three times, at least four times, at least five time, at least six times, at least seven times, at least eight times, at least nine times, or more per treatment.
In certain embodiments, the present agent/composition is administered at least once a day, at least twice a day, at least three times per day, at least once a week, at least twice a week, at least three times a week, at least once per month, at least twice per month, or more frequently. Treatment can continue as long as needed.
Stressors
A stressor is a stimulus that causes stress. It can be an event or other factor that disrupts the body's homeostasis of temperature, blood pressure, and/or other functions. In certain embodiments, a stressor is a traumatic or stressful event. Because humans have sophisticated brains and thought processes, anticipating a disruption can also be a stressor. In certain embodiments, a stressor is injury, trauma, combat, warfare, surgery, an accident, a criminal assault, child abuse, natural or human-caused disasters, a crash, grief, hunger, heat, cold, chemical exposure, chemical withdrawal, autoimmune disease, infectious disease, viral infection, cancer, exhaustion, physical distress, neuropathy, hyperalgesia, allodynia, emotional distress, or depression. A traumatic event may be an event or something that threatens the person's life or the life of a close one or it could be something witnessed.
A stressor may be acute, or may be chronic.
There are numerous physiological processes that are altered in response to stress. Among these are altered cortisol, corticotropin, catecholamine and serotonin levels. These levels return to baseline after an acute stressor is removed (McEwen N Eng J Med 1998 338(3):171-179). These biochemical markers of stress in turn lead to ill health and psychosocial disorders. Consequently, stress plays a major role in physical and mental health. Stress can affect the onset of, or susceptibility to disease. It can also affect the progression or course of disease even when there is another underlying pathophysiology of the disease. Recovery from an existing disease can also be delayed due to stress. For example, stress is a contributing factor to high blood pressure, heart disease, headaches, colitis, irritable bowel syndrome, temporo-mandibular joint disorder, cancer, peptic ulcers, insomnia, skin disorders and asthma. Stress can also aggravate other conditions such as multiple sclerosis, diabetes, herpes, mental illness, substance abuse and psychiatric disorders characterized by the presence of violent or aggressive tendencies. Particularly, stress contributes to functional somatic disorders, affective disorders and major depressive disorder. These include disorders such as chronic fatigue syndrome (CFS), fibromyalgia (FMS), Gulf War Syndrome, anxiety and post-traumatic stress disorder (PTSD). Stressors that disrupt normal exercise or sleep patterns.
Additional examples of use include administration prior to military deployment to protect service members (active combat soldiers, battlefield surgeons, etc.) and even military working dogs against stress. Potential non-military use cases include, but are not limited to: police, firefighters, first responders, EMTs, ER doctors, prison guards (and prisoners), humanitarian aid workers, and refugees.
In certain embodiments, a subject may be administered the present agent or composition prior to a situation in which the subject (such as an early responder or military personnel) is likely to be exposed to traumatic stress, immediately after exposure to traumatic stress, and/or when the subject feels that his or her PTSD symptoms are likely to appear.
Resilience to Stress
Resilience to stress refers to the capacity of a subject to adapt or change successfully, and/or to maintain physiological, neurological, or psychological homeostasis, in the face of a stressor (e.g., adversity). As used herein, the term “enhancing resilience” refers to increasing the ability of a subject to experience a stressor (e.g., a traumatic event) without suffering a stress-induced affective disorder, and/or with less post-event symptomatology or disruption of homeostasis and/or normal activities of daily living. In certain embodiments, improving resilience can prevent a stress-induced affective disorder. In certain embodiments, improving resilience can reduce at least one of the signs, symptoms, or symptom clusters of a stress-induced affective disorder. In certain embodiments, the present method enhances a subject's resilience to stress, helps protect against developing stressor-related psychopathology, decrease the functional consequences of stressor-induced disorders (e.g., PTSD, etc.), and reduce medical morbidity and mortality.
The Connor-Davidson Resilience Scale (CD-RISC) is a 25-item self-report scale, each rated on a 5-point scale (0-4), with higher scores reflecting greater resilience (Connor K M & Davidson, J R T. Development of a new resilience scale: the Connor-Davidson Resilience Scale (CD-RISC). Depression and Anxiety, 2003: 18: 71-82).
Resilience, psychological growth and life satisfaction may be measured with the CD-RISC, the Purpose in Life Scale, the abbreviated MOS Social Support Survey, the PTGI, and the Q-LES-Q.
Combination Therapy
The present compound or composition may be administered to a subject alone, or may be administered to a subject in combination with one or more other treatments/agents.
In certain embodiments, the second agent is an anti-depressant, an anxiolytic, or combinations thereof. In certain embodiments, the second agent is a serotonin reuptake inhibitor (SRI), or a selective serotonin reuptake inhibitor (SSRI). In certain embodiments, the second agent is fluoxetine, paroxetine, sertraline, lithium, riluzole, prazosin, lamotrigine, ifenprodil, or combinations thereof. In certain embodiments, the second agent is a dual serotonin norepinephrine reuptake inhibitor compound (DRI). In certain embodiments, the second agent is venlafaxine, duloxetine, milnacipran, or combinations thereof. In certain embodiments, the second agent is a non-tricyclic triple reuptake inhibitor (TRI).
In certain embodiments, the present compound or composition is administered to a subject in combination with one or more treatments/agents such as antidepressants, analgesics, muscle relaxants, anorectics, stimulants, antiepileptic drugs, and sedative/hypnotics. Non-limiting examples of compounds that can be administered in combination with the present compound or composition include, neurontin, pregabalin, pramipexole, L-DOPA, amphetamine, tizanidine, clonidine, tramadol, morphine, tricyclic antidepressants, codeine, carbamazepine, sibutramine, amphetamine, valium, trazodone and combinations thereof.
In certain embodiments, combination therapy means simultaneous administration of the compounds in the same dosage form, simultaneous administration in separate dosage forms, or separate administration of the compounds.
In certain embodiments, the second agent/treatment is used as adjunctive therapy to the present compound or composition. In certain embodiments, the treatment includes a phase wherein treatment with the second agent/treatment takes place after treatment with the present compound or composition has ceased. In certain embodiments, the treatment includes a phase where treatment with the present compound or composition and treatment with the second agent/treatment overlap.
Combination therapy can be sequential or can be administered simultaneously. In either case, these drugs and/or therapies are said to be “co-administered.” It is to be understood that “co-administered” does not necessarily mean that the drugs and/or therapies are administered in a combined form (i.e., they may be administered separately (e.g., as separate compositions or formulations) or together (e.g., in the same formulation or composition) to the same or different sites at the same or different times).
In certain embodiments, a subject is treated concurrently (or concomitantly) with the present compound or composition and a second agent. In certain embodiments, a subject is treated initially with the present compound or composition, followed by cessation of the present compound or composition treatment and initiation of treatment with a second agent. In certain embodiments, the present compound or composition is used as an initial treatment, e.g., by administration of one, two or three doses, and a second agent is administered to prolong the effect of the present compound or composition, or alternatively, to boost the effect of the present compound or composition. A person of ordinary skill in the art will recognize that other variations of the presented schemes are possible, e.g., initiating treatment of a subject with the present compound or composition, followed by a period wherein the subject is treated with a second agent as adjunct therapy to the present compound or composition treatment, followed by cessation of the present compound or composition treatment.
The present compound and the other pharmaceutically active agent(s) may be administered together or separately and, when administered separately this may occur simultaneously or sequentially in any order. The amounts of the present compound and the other pharmaceutically active agent(s) and the relative timings of administration will be selected in order to achieve the desired combined therapeutic effect.
In various embodiments, the therapies (e.g., a composition provided herein and a second agent in a combination therapy) are administered less than 5 minutes apart, less than 30 minutes apart, 1 hour apart, at about 1 hour apart, at about 1 to about 2 hours apart, at about 2 hours to about 3 hours apart, at about 3 hours to about 4 hours apart, at about 4 hours to about 5 hours apart, at about 5 hours to about 6 hours apart, at about 6 hours to about 7 hours apart, at about 7 hours to about 8 hours apart, at about 8 hours to about 9 hours apart, at about 9 hours to about 10 hours apart, at about 10 hours to about 11 hours apart, at about 11 hours to about 12 hours apart, at about 12 hours to 18 hours apart, 18 hours to 24 hours apart, 24 hours to 36 hours apart, 36 hours to 48 hours apart, 48 hours to 52 hours apart, 52 hours to 60 hours apart, 60 hours to 72 hours apart, 72 hours to 84 hours apart, 84 hours to 96 hours apart, or 96 hours to 120 hours part. In certain embodiments, the therapies are administered no more than 24 hours apart or no more than 48 hours apart. In certain embodiments, two or more therapies are administered within the same patient visit. In other embodiments, the composition provided herein and the second agent are administered concurrently. In other embodiments, the composition provided herein and the second agent are administered at about 2 to 4 days apart, at about 4 to 6 days apart, at about 1 week part, at about 1 to 2 weeks apart, or more than 2 weeks apart. In certain embodiments, administration of the same agent may be repeated and the administrations may be separated by at least 1 day, 2 days, 3 days, 5 days, 10 days, 15 days, 30 days, 45 days, 2 months, 75 days, 3 months, or 6 months. In other embodiments, administration of the same agent may be repeated and the administration may be separated by at least at least 1 day, 2 days, 3 days, 5 days, 10 days, 15 days, 30 days, 45 days, 2 months, 75 days, 3 months, or 6 months. In certain embodiments, a composition provided herein and a second agent are administered to a subject in a sequence and within a time interval such that the composition provided herein can act together with the other agent to provide an increased benefit than if they were administered otherwise. For example, the second active agent can be administered at the same time or sequentially in any order at different points in time; however, if not administered at the same time, they should be administered sufficiently close in time so as to provide the desired therapeutic or prophylactic effect. In one embodiment, the composition provided herein and the second active agent exerts their effect at times which overlap. Each second active agent can be administered separately, in any appropriate form and by any suitable route. In other embodiments, the composition provided herein is administered before, concurrently or after administration of the second active agent. The term “about” refers to +10% of the referenced value. In other embodiments, courses of treatment are administered concurrently to a patient, i.e., individual doses of the second agent are administered separately yet within a time interval such that the compound provided herein can work together with the second active agent. For example, one component can be administered once per week in combination with the other components that can be administered once every two weeks or once every three weeks. In other words, the dosing regimens are carried out concurrently even if the therapeutics are not administered simultaneously or during the same day. The second agent can act additively or synergistically with the compound provided herein. In one embodiment, the composition provided herein is administered concurrently with one or more second agents in the same pharmaceutical composition. In another embodiment, a composition provided herein is administered concurrently with one or more second agents in separate pharmaceutical compositions. In still another embodiment, a composition provided herein is administered prior to or subsequent to administration of a second agent. Also contemplated are administration of a composition provided herein and a second agent by the same or different routes of administration, e.g., oral and parenteral. In certain embodiments, when the composition provided herein is administered concurrently with a second agent that potentially produces adverse side effects including, but not limited to, toxicity, the second active agent can advantageously be administered at a dose that falls below the threshold that the adverse side effect is elicited.
Encompassed by the present disclosure are methods to prophylactically treat a subject prior to a stressor. In certain embodiments, the present method prevents or delays a stress-induced affective disorder or stress-induced psychopathology in a subject. In certain embodiments, stress-induced affective disorders include major depressive disorder and posttraumatic stress disorder.
Stress-Induced Affective Disorders
There are numerous disorders that are either caused by or exacerbated by stress. These include addictive disorders such as substance abuse, anorexia, bulimia, obesity, smoking addiction, and weight addiction; anxiety disorders such as agoraphobia, anxiety disorder, obsessive compulsive disorder, panic attacks, performance anxiety, phobias, and post-traumatic stress disorder; autoimmune diseases such as allergies, arthritis, fibromyalgia, fibromytosis, lupus, multiple sclerosis, rheumatoid arthritis, Sjogren's syndrome, and vitiligo; cancer such as bone cancer, brain cancer, breast cancer, cervical cancer, colon cancer, Hodgkin's disease, leukemia, liver cancer, lung cancer, lymphoma, multiple myeloma, ovarian cancer, pancreatic cancer, and prostate cancer; cardiovascular disorders such as arrhythmia, arteriosclerosis, Burger's disease, essential hypertension, fibrillation, mitral valve prolapse, palpitations, peripheral vascular disease, Raynaud's disease, stroke, tachycardia, and Wolff-Parkinson-White Syndrome; and developmental disorders such as attention deficit disorder, concentration problems, conduct disorder, dyslexia, hyperkinesis, language and speech disorders, and learning disabilities.
Anxiety Disorders
The five major types of anxiety disorders are: panic disorder, obsessive-compulsive disorder, post-traumatic stress disorder, generalized anxiety disorder and phobias (including social phobia, also called social anxiety disorder). Each anxiety disorder has its own distinct features, but they are all bound together by the common theme of excessive, irrational fear and dread. It is common for an anxiety disorder to accompany depression, eating disorders, substance abuse, or another anxiety disorder.
Panic disorder is characterized by repeated episodes of intense fear that strike often and without warning. Physical symptoms include chest pain, heart palpitations, shortness of breath, dizziness, abdominal distress, feelings of unreality, and fear of dying. Obsessive-compulsive disorder is characterized by repeated, unwanted thoughts or compulsive behaviors that seem impossible to stop or control. Generalized Anxiety Disorder is characterized by exaggerated worrisome thoughts and tension about everyday routine life events and activities, lasting at least six months. Almost always anticipating the worst even though there is little reason to expect it; accompanied by physical symptoms, such as fatigue, trembling, muscle tension, headache, or nausea. Phobias are characterized into two major types of phobias, social phobia and specific phobia. People with social phobia have an overwhelming and disabling fear of scrutiny, embarrassment, or humiliation in social situations, which leads to avoidance of many potentially pleasurable and meaningful activities. People with specific phobia experience extreme, disabling, and irrational fear of something that poses little or no actual danger; the fear leads to avoidance of objects or situations and can cause people to limit their lives unnecessarily.
Posttraumatic Stress Disorder (PTSD)
Typically, a subject suffering from PTSD was exposed to a traumatic event in which the person experienced, witnessed, or was confronted with an event or events that involved actual or threatened death or serious injury, or a threat to the physical integrity of self or others and the person's response involved intense fear, helplessness, or horror.
Having repeated intrusive memories of the trauma exposure is one of the core symptoms of PTSD. Patients with PTSD are known to display impairments in learning and memory during neuropsychological testing. Other core symptoms of PTSD include heightened stress sensitivity (startle), tension and anxiety, memory disturbances, and dissociation.
In certain embodiments, the present method prevents or inhibits the development of post-traumatic stress disorder (PTSD) in a subject. In certain embodiments, the present method prevents or inhibits the development of one or more PTSD-like symptoms. In certain embodiments, a subject may be administered the present agent or composition prior to a situation in which the subject (such as an early responder or military personnel) is likely to be exposed to traumatic stress, immediately after exposure to traumatic stress, and/or when the subject feels that his or her PTSD symptoms are likely to appear.
Typically, the traumatic event is persistently re-experienced in one or more of the following ways: recurrent and intrusive distressing recollections of the event, including images, thoughts, or perceptions, recurrent distressing dreams of the event, acting or feeling as if the traumatic event were recurring (includes a sense of reliving the experience, illusions, hallucinations, and dissociative flashback episodes, including those that occur on awakening or when intoxicated), intense psychological distress at exposure to internal or external cues that symbolize or resemble an aspect of the traumatic event, physiological reactivity on exposure to internal or external cues that symbolize or resemble an aspect of the traumatic event. An individual suffering from PTSD also has persistent avoidance of stimuli associated with the trauma and numbing of general responsiveness (not present before the trauma), as indicated by 3 or more of the following: efforts to avoid thoughts, feelings, or conversations associated with the trauma, efforts to avoid activities, places, or people that arouse recollections of the trauma, inability to recall an important aspect of the trauma, significantly diminished interest or participation in significant activities, feeling of detachment or estrangement from others, restricted range of affect (e.g., unable to have loving feelings), sense of a foreshortened future (e.g., does not expect to have a career, marriage, children, or a normal life span), persistent symptoms of increased arousal (not present before the trauma), as indicated by 2 or more of the following: difficulty falling or staying asleep, irritability or outbursts of anger, difficulty concentrating, hypervigilance, exaggerated startle response. The disturbance, which has lasted for at least a month, causes clinically significant distress or impairment in social, occupational, or other important areas of functioning.
In certain embodiments, the present compound or composition prevents, reduces, eliminates or delays one or more of the symptoms including, but not limited to, re-experiencing of the traumatic experience in the form of intrusive memories, nightmares, flashbacks; emotional and physical reactions triggered by reminders of the trauma; distancing from others; decreased interest in activities and other people; numbing of feelings; avoidance of trauma reminders; hyperarousal symptoms, including disrupted sleep, irritability, hypervigilance, decreased concentration; increased startle reflex; and combinations thereof.
Whatever the source of the problem, some people with PTSD repeatedly relive the trauma in the form of nightmares and disturbing recollections during the day. They may also experience other sleep problems, feel detached or numb, or be easily startled. They may lose interest in things they used to enjoy and have trouble feeling affectionate. They may feel irritable, more aggressive than before, or even violent. Things that remind them of the trauma may be very distressing, which could lead them to avoid certain places or situations that bring back those memories.
The disorder may be accompanied by depression, substance abuse, or one or more other anxiety disorders. In severe cases, the person may have trouble working or socializing.
Major Depressive Disorder
Major depressive disorder refers to a class of syndromes characterized by negative affect and repeated episodes of depression without any history of independent episodes of mood elevation and over-activity that fulfill the criteria of mania. Multiple subtypes of major depressive disorders are recognized, including these with atypical characteristics, psychotic components, etc. The age of onset and the severity, duration and frequency of the episodes of depression are all highly variable. The disorder may begin at any age. The symptoms of major depressive disorder typically develop over days to weeks. Prodromal symptoms include generalized anxiety, panic attacks, phobias or depressive symptoms and may occur during several months preceding the episode. Individual episodes also last between 3 and 12 months but recur less frequently. Most patients are asymptomatic between episodes, but a minority of patients may develop a persistent depression, mainly in old age. Individual episodes of any severity are often precipitated by stressful life events. Common symptoms of a depressive episode include reduced concentration and attention; reduced self-esteem and self-confidence; ideas of guilt and unworthiness, ideas or acts of self-harm or suicide; disturbed sleep; and diminished appetite. In certain embodiments, a major depressive episode follows a psychosocial stressor, e.g., death of a loved one, marital separation, childbirth or the end of an important relationship. The lowered mood varies little from day to day and is often unresponsive to circumstances, yet may show a characteristic diurnal variation as the day goes on. As with manic episodes, the clinical presentation shows marked individual variations, and atypical presentations are particularly common in adolescence. In some cases, anxiety, distress, and motor agitation may be more prominent at times that the depression, and the mood change may also be masked by added features such as irritability, excessive consumption of alcohol, histrionic behavior, and exacerbation of pre-existing phobic or obsessional symptoms, or by hypochondria.
Psychiatric Evaluations
The psychiatric conditions of the subject, and/or the effects or efficacy of treatment with the present agent/composition, may be evaluated by the subject and/or a medical professional, e.g., the subject's physician. In certain embodiments, the evaluation is conducted within about 10 minutes, within about 15 minutes, within about 20 minutes, within about 25 minutes, within about 0.5 hours, within about 1 hour, within about 2 hours, within about 2.5 hours, within about 3 hours, within about 3.5 hours, within about 4 hours, within about 4.5 hours, within about 5 hours, within about 5.5 hours, within about 6 hours, within about 6.5 hours, within about 7 hours, within about 7.5 hours, within about 8 hours, within about 8.5 hours, within about 9 hours, within about 9.5 hours, within about 10 hours, within about 10.5 hours, within about 11 hours, within about 11.5 hours, within about 12 hours, within about 18 hours, within about 1 day, within about 2 days, within about 3 days, within about 4 days, within about 5 days, within about 6 days, within about 1 week, within about 2 weeks, within about 3 weeks, within about 4 weeks, within about 1 month, within about 2 months, within about 3 months, within about 4 months, within about 5 months, within about 6 months, within about 1 year, within about 2 years, or longer, before, during, or after a stressor and/or administration of the present agent/composition.
Psychiatric evaluations of a patient being treated with the present method can be conducted to determine whether the method is effective. In certain embodiments, the psychiatric evaluation may be carried out before treatment, at the time of treatment, during treatment, and/or after treatment. When the psychiatric evaluation is carried out both before treatment and after (and/or during) treatment with the present method, the results of the evaluation before treatment can provide a baseline for comparison to the results of the evaluation during and/or after treatment. In certain embodiments, psychiatric evaluation is conducted only after treatment.
Psychophysiological stress tests can be performed to measure the amount of stress-induced anxiety present in the various systems of the body (i.e. muscular, cardiovascular, digestive, respiratory and neurological systems). These stress tests are routinely used in the art. Test results are compared to both local and national norms, to determine if the individual is exhibiting an excessive amount of physiological anxiety and whether or not they are able to recover from a standardized stressful stimuli in an appropriate length of time.
Psychiatric testing can be used to monitor a subject to determine the emotional and/or social etiology of the stress disorder. These tests are known in the art and include health-related assessments, mental health assessments, personality tests, and personality type assessment.
In certain embodiments, clinician-administered evaluation and/or self-report instruments are used, with the aim of measuring baseline symptomatology as well as drug actions on (1) the overall severity of the disorder, (2) the core symptoms, and (3) depressed mood.
Non-limiting examples of psychiatric evaluation tools and questionnaires include the following measures.
The Diagnostic and Statistical Manual of Mental Disorders (DSM-5) includes the revised diagnostic criteria for PTSD. See, American Psychiatric Association: Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. Arlington, Va., American Psychiatric Association, 2013. See also ptsd.va.gov/professional/PTSD-verview/dsm5_criteria_ptsd.asp.
The Structured Clinical Interview for DSM-IV Axis I Disorders, Patient Edition (SCID-P) is a semi-structured interview that provides probe questions as well as follow-up questions to be asked by the clinician to assist in diagnosis. First et al., Structured Clinical Interview for DSM-IV TR Axis I Disorders, Research Version, Patient Edition (SCID-I/P). New York: New York State Psychiatric Institute, Biometrics Research; 2001. It includes an overview to obtain information about demographics, work, chief complaint, history of present illness, past history, treatment history, and current functioning. The main body of SCID-P includes 9 modules that are designed to diagnose 51 mental illnesses in all.
The SCID-P for DSM-5 is the SCID—Patient version, and is the next edition of the SCID modified to incorporate the new DSM-5 criteria.
The Clinician-Administered PTSD Scale (CAPS) is a structured clinical interview designed to assess the essential features of PTSD as defined by the DSM-IV. Weathers et al., Clinician-administered PTSD scale: a review of the first ten years of research. Depress Anxiety. 2001; 13(3):132-156. The CAPS can be used to provide categorical ratings of diagnostic status as well as a quantitative index of symptom severity. Both frequency and intensity scores are derived for each individual symptom. The CAPS total score is based on an individual's response to the 17 items that assess the frequency and intensity of current PTSD symptoms. Subscales of the CAPS are utilized to assess specific symptom clusters. The total score can range from 0 to 136.
The Clinician-Administered PTSD Scale for DSM-5 (CAPS-5) is a 30-item structured interview that can be used to make current (past month) diagnosis of PTSD, make lifetime diagnosis of PTSD, and to assess PTSD symptoms over the past week. CAPS-5 is a 30-item questionnaire, corresponding to the DSM-5 diagnosis for PTSD. The language of the CAPS-5 reflects both changes to existing symptoms and the addition of new symptoms in DSM-5. Weathers, F. W., et al (2013). The Clinician-Administered PTSD Scale for DSM-5 (CAPS-5).
The Treatment Outcome PTSD Scale (TOP-8) is a brief interviewer-administered scale designed specifically for the assessment of commonly occurring signs and symptoms of PTSD that are subject to change in response to treatment (Davidson, J. R., & Colket, J. T. (1997). The eight-item treatment-outcome post-traumatic stress disorder scale: A brief measure to assess treatment outcome in post-traumatic stress disorder. International Clinical Psychopharmacology, 12(1), 41-45). The TOP-8 is comprised of eight items, each measured on a scale of 0-4, with defined anchors given for each item. The items are representative of the three core features of PTSD with a maximum possible score of 32.
The Hamilton Psychiatric Rating Scale for Anxiety (HAM-A) is a widely used observational rating measure of anxiety severity. The scale consists of 14 items. Each item is rated on a scale of 0 to 4. This scale is administered to assess the severity of anxiety and its improvement during the course of treatment. The HAM-A total score is the sum of the 14 items and the score ranges from 0 to 56. Hamilton M. The Assessment of Anxiety-States by Rating. Br J Med Psychol. 1959; 32(1):50-55.
The Montgomery-Asberg Depression Rating Scale (MADRS) is a 10-item instrument used for the evaluation of depressive symptoms in adults and for the assessment of any changes to those symptoms. Montgomery S. A., et al., A new depression scale designed to be sensitive to change. Br J Psychiatry. 1979 April; 134:382-389. Each of the 10 items is rated on a scale of 0 to 6, with differing descriptors for each item. These individual item scores are added together to form a total score, which can range between 0 and 60 points.
The Young Mania Rating Scale, item 1 (YMRS-1) used to assess mood elevation on the infusion days. Young R C, et al. Rating-Scale for Mania—Reliability, Validity and Sensitivity. Br J Psychiatry. 1978; 133(November):429-435.
The Brief Psychiatric Rating Scale (BPRS) is used to assess acute behavioral changes during the infusions. Overall J E et al., The Brief Psychiatric Rating-Scale. Psychol. Rep. 1962; 10(3):799-812 Four key BPRS items for the positive (+) symptoms of psychosis are used: conceptual disorganization, hallucinatory behavior, suspiciousness, and unusual thought content. Three items representing the negative (−) symptoms of psychosis will also be used: blunted affect, emotional withdrawal, and motor retardation.
The Clinician-Administered Dissociative States Scale (CADSS) is used to measure dissociative effects during the infusions. Bremner J D, et al., Measurement of Dissociative States with the Clinician-Administered Dissociative States Scale (CADSS). J Trauma Stress. 1998; 11(1):125-136 The scale includes 19 questions and 8 observer ratings scored from 0 (not at all) to 4 (extremely). The CADSS measures impairment in body perception, environmental perception, time perception, memory impairment, and feelings of unreality.
The Patient Rating Inventory of Side Effects (PRISE) is a patient self-report used to qualify side effects by identifying and evaluating the tolerability of each symptom. Levine J, Schooler N R. SAFTEE: A technique for the systematic assessment of side effects in clinical trials. Psychopharmacol Bull. 1986; 22(2):343-381.
The Clinical Global Impression (CGI) scale assesses treatment response in psychiatric patients. The administration time is 2 minutes. This scale consists of three items: Severity of Illness (item 1); Global Improvement (item 2); and Efficacy Index (item 3). Item 1 is rated on a seven-point scale (1=normal, 7=among the most extremely ill patients) as is item 2 (1=very much improved, 7=very much worse). Each includes an additional response of “not assessed.” Item 3 is rated on a four-point scale (from “none” to “outweighs therapeutic effect”).
The Impact of Events Scale (IES) is one of the most widely used self-report measures of stress reactions to traumatic events. Horowitz et al., Impact of Event Scale: a measure of subjective stress. Psychosom Med. 1979 May; 41(3):209-218. See also, Weiss et al., The Impact of Event Scale—Revised In: Wilson J, Keane T M, eds. Assessing psychological trauma and PTSD. New York: Guilford; 1996:399-411. It measures both intrusion and avoidance. Sundin et al., Impact of Event Scale: psychometric properties. Br J Psychiatry. 2002 March; 180:205-209. Joseph S. Psychometric evaluation of Horowitz's Impact of Event Scale: a review. J Trauma Stress. 2000 January; 13(1):101-113. The total score can range from 0 to 75.
The Posttraumatic Stress Disorder Checklist (PCL-5) is a 17-item self-report measure reflecting DSM-5 symptoms of PTSD. The PCL-5 measures symptoms in response to stressful situations (Weathers, F., et al. (1993). The PTSD checklist (PCL): Reliability, validity, and diagnostic utility. Annual Convention of the International Society for Traumatic Stress Studies, San Antonio, Tex.).
The Quick Inventory of Depressive Symptomatology, Self Report (QIDS-SR) is a 16-item self-rated instrument designed to assess the severity of depressive symptoms present in the past seven days. Rush A J, Trivedi M H, Ibrahim H M et al. The 16-Item quick inventory of depressive symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression. Biol. Psychiatry. 2003; 54(5):573-583. The 16 items cover the nine symptom domains of major depression, and are rated on a scale of 0-3. Total score ranges from 0 to 27, with ranges of 0-5 (normal), 6-10 (mild), 11-15 (moderate), 16-20 (moderate to severe), and 21+(severe).
The Childhood Trauma Questionnaire (CTQ) is a 28-item self-report instrument that assesses childhood trauma in the following areas: physical, sexual and emotional abuse and physical and emotional neglect. Bernstein D P, Stein J A, Newcomb M D et al. Development and validation of a brief screening version of the Childhood Trauma Questionnaire. Child Abuse Negl. 2003 February; 27(2): 169-190. Each item is rated on a scale of 1 (never true) to 5 (very often true). The 5 subscales are then totaled, with scores ranging from 5-25 for each traumatic category.
Visual Analogue Scales (VAS) are used to assess subjective state changes. Bond A, Lader M. The use of analogue scales in rating subjective feelings. Br J Med Psychol. 1974; 47(3):211-218. They are 100-mm horizontal lines marked proportionately to the perceived intensity of the subjective experience (0=not at all, to 10=extremely) for the following states: anxious, depressed, drowsy, high, hungry, and nauseous.
The Sheehan Disability Scale (SDS) is a self-report disability measure. It has demonstrated sensitivity to impairment and changes as a result of treatment across a wide range of psychiatric disorders. The SDS asks only about current levels of impairment, providing no indication of whether the person has done better or worse in the past, thus making it a reasonable short-term outcome measure that is un-confounded by historical impressions. The dependent variable is the total score, which is based on the sum of three 10-point items (work, social life, and family life), with higher scores reflecting greater disability. Sheehan D. The Anxiety Disease. New York, N.Y.: Scribner; 1983.
The Wechsler Abbreviated Scale of Intelligence 2-Subtest (WASI-2) is a reliable brief measure of IQ for 6 to 89 year-olds that includes Vocabulary (an estimate of verbal fluid abilities) and Matrix Reasoning (an estimate of nonverbal fluid abilities). Wechsler D. Wechsler Abbreviated Scale of Intelligence San Antonio, Tex.: Psychological Corporation; 1999. It is extensively used in clinical, educational, and research settings. Average reliability coefficient is 0.96 and test-retest reliability is 0.88.
The Hopkins Verbal Learning Test (HVLT) is a repeatable test of memory acquisition and delayed recall of words. Subjects are presented with the same 12-item list for 3 learning trials and asked each time to repeat the items on each list. Delayed recall and recognition conditions are administered later. Dependent variables used in this study include total learning over the 3 trials (for the acquisition variable) and total delayed recall score (for the recall component). Brandt J, Benedict R. Hopkins Verbal Learning Test, Revised. Odessa, Fla.: Psychological Assessment Resources; 1997.
The Profile of Mood States-Bipolar (POMS-Bi) scale measures moods and feelings primarily in clinical rather than nonclinical settings. It can help to determine an individual's psychiatric status for therapy, or be used to compare mood profiles associated with various personality disorders. It is also a useful instrument in identifying the effects of drug treatments.
The Post-Traumatic Cognitions Inventory (PTCI) is a 33-item scale, which is rated on a Likert-type scale ranging from 1 (totally disagree) to 7 (totally agree). Scale scores are formed for the three subscales, which show a high degree of intercorrelation (rs=0.57-0.75).
The New Cognitions scale is a 6-item pilot scale, which is rated on a Likert-type scale ranging from 1 (not at all) to 4 (a lot). The scale is based on the Post Traumatic Growth Inventory (PTGI) from which items have been directly selected (new items were added to the scale as well), and on the Brief-COPE (see Carver, C. S. (1997) “You want to measure coping but your protocol's too long: Consider the brief COPE.” International Journal of Behavioral Medicine 4; 92-100).
The Medical Outcomes Study (MOS) Social Support Survey is a 19-item self-report measure designed to assess levels of functional social support. The MOS-SS has two subscales (emotional and instrumental social support) to identify potential social support deficits (Sherbourne, C. D. & Stewart, A. L. (1991). “The MOS Social Support Survey.” Soc Sci Med 32(6): 705-714).
The Purpose in Life test-Short Form (PIL-SF) is a brief, 4-item form of the 20-item Purpose in Life test. This scale asks respondents to report to what extent they have achieved their goals in life, and to what extent they perceive their life to be meaningful or purposeful. (Schulenberg et al 2010; Psychotherapy (Chic). 2008 December; 45(4):447-63).
Posttraumatic Growth Inventory (PTGI)-Short Version is a 10-item shortened version of the PTGI self-report questionnaire (ref). It asks respondents to rate the extent to which they have changed as the result of experiencing a highly stressful life event. Items span positive changes in five domains: relating to others, new possibilities, personal strength, spiritual change, and appreciation of life (Cann, A., et al. (2010). A short form of the Posttraumatic Growth Inventory. Anxiety, Stress & Coping, 23, 127-137).
The Quality of Life Enjoyment and Satisfaction Questionnaire (Q-LES-Q) is a self-report scale measuring the degree of enjoyment and satisfaction experienced by subjects in various areas of daily functioning. The summary scores are reliable and valid measures of these dimensions in a group of depressed subjects (Endicott J, et al. Quality of Life Enjoyment and Satisfaction Questionnaire: A New Measure. Psychopharmacology Bulletin; 1993; 29:321-326).
In certain embodiments, self-evaluation of the subject being treated is conducted.
Pharmaceutical Compositions
While it is possible that the present a compound, as well as salts, solvates and physiological functional derivatives thereof, may be administered as the raw chemical, it is possible to present the active ingredient as a pharmaceutical composition. Accordingly, the invention further provides a pharmaceutical composition, which comprises the present compound and/or salts, solvates and physiological functional derivatives thereof, and one or more pharmaceutically acceptable carriers, diluents, or excipients. The carrier(s), diluent(s) or excipient(s) must be acceptable in the sense of being compatible with the other ingredients of the formulation and not deleterious to the recipient thereof. In accordance with another aspect of the invention there is also provided a process for the preparation of a pharmaceutical composition including admixing the present compound, or salts, solvates and physiological functional derivatives thereof, with one or more pharmaceutically acceptable carriers, diluents or excipients.
The term “composition”, as in pharmaceutical composition, is intended to encompass a product comprising the active ingredient(s), and the inert ingredient(s) (pharmaceutically acceptable excipients) that make up the carrier, as well as any product which results, directly or indirectly, from combination, complexation or aggregation of any two or more of the ingredients, or from dissociation of one or more of the ingredients, or from other types of reactions or interactions of one or more of the ingredients. Accordingly, the pharmaceutical compositions of the present invention encompass any composition made by admixing compound 20, and pharmaceutically acceptable excipients.
Acceptable excipients, diluents, and carriers for therapeutic use are well known in the pharmaceutical art, and are described, for example, in Remington: The Science and Practice of Pharmacy. Lippincott Williams & Wilkins (A. R. Gennaro edit. 2005). The choice of pharmaceutical excipient, diluent, and carrier can be selected with regard to the intended route of administration and standard pharmaceutical practice.
As used herein, the phrase “pharmaceutically acceptable” refers to molecular entities and compositions that are “generally regarded as safe”, e.g., that are physiologically tolerable and do not typically produce an allergic or similar untoward reaction, such as gastric upset, dizziness and the like, when administered to a human. Preferably, as used herein, the term “pharmaceutically acceptable” means approved by a regulatory agency of the Federal or a state government or listed in the U.S. Pharmacopoeia or other generally recognized pharmacopeias for use in animals, and more particularly in humans.
Pharmaceutical compositions of the present invention may be presented in unit dose forms containing a predetermined amount of active ingredient per unit dose. Such a unit may contain, for example, 5 μg to 1 g, preferably 1 mg to 700 mg, more preferably 5 mg to 100 mg of the present compound, depending on the condition being treated, the route of administration and the age, weight and condition of the patient. Such unit doses may therefore be administered more than once a day. Preferred unit dosage compositions are those containing a daily dose or sub-dose (for administration more than once a day), as herein above recited, or an appropriate fraction thereof, of an active ingredient. Furthermore, such pharmaceutical compositions may be prepared by any of the methods well known in the pharmacy art.
Pharmaceutical compositions of the present invention may be adapted for administration by any appropriate route, for example by the oral (including buccal or sublingual), inhaled, nasal, ocular, or parenteral (including intravenous and intramuscular) route. The present composition may be injected. Such compositions may be prepared by any method known in the art of pharmacy, for example by bringing into association the active ingredient with the carrier(s) or excipient(s).
In a further embodiment, the present invention provides a pharmaceutical composition adapted for administration by the oral route, the treatment of stress-induced affective disorder.
Pharmaceutical compositions of the present invention which are adapted for oral administration may be presented as discrete units such as capsules or tablets; powders or granules; solutions or suspensions in aqueous or non-aqueous liquids; edible foams or whips; or oil-in-water liquid emulsions or water-in-oil liquid emulsions.
For instance, for oral administration in the form of a tablet or capsule, the active drug component can be combined with an oral, non-toxic pharmaceutically acceptable inert carrier such as ethanol, glycerol, water and the like. Powders are prepared by comminuting the compound to a suitable fine size and mixing with a similarly comminuted pharmaceutical carrier such as an edible carbohydrate, as, for example, starch or mannitol. Flavoring, preservative, dispersing and coloring agent can also be present.
Capsules are made by preparing a powder mixture, as described above, and filling formed gelatin sheaths. Glidants and lubricants such as colloidal silica, talc, magnesium stearate, calcium stearate or solid polyethylene glycol can be added to the powder mixture before the filling operation. A disintegrating or solubilizing agent such as agar-agar, calcium carbonate or sodium carbonate can also be added to improve the availability of the medicament when the capsule is ingested.
Moreover, when desired or necessary, suitable binders, lubricants, disintegrating agents and coloring agents can also be incorporated into the mixture. Suitable binders include starch, gelatin, natural sugars such as glucose or beta-lactose, corn sweeteners, natural and synthetic gums such as acacia, tragacanth or sodium alginate, carboxymethylcellulose, polyethylene glycol, waxes and the like. Lubricants used in these dosage forms include sodium oleate, sodium stearate, magnesium stearate, sodium benzoate, sodium acetate, sodium chloride and the like. Disintegrators include, without limitation, starch, methyl cellulose, agar, bentonite, xanthan gum and the like. Tablets are formulated, for example, by preparing a powder mixture, granulating or slugging, adding a lubricant and disintegrant and pressing into tablets. A powder mixture is prepared by mixing the compound, suitably comminuted, with a diluent or base as described above, and optionally, with a binder such as carboxymethylcellulose, an aliginate, gelatin, or polyvinyl pyrrolidone, a solution retardant such as paraffin, a resorption accelerator such as a quaternary salt and/or an absorption agent such as bentonite, kaolin or dicalcium phosphate. The powder mixture can be granulated by wetting with a binder such as syrup, starch paste, acadia mucilage or solutions of cellulosic or polymeric materials and forcing through a screen. As an alternative to granulating, the powder mixture can be run through the tablet machine and the result is imperfectly formed slugs broken into granules. The granules can be lubricated to prevent sticking to the tablet forming dies by means of the addition of stearic acid, a stearate salt, talc or mineral oil. The lubricated mixture is then compressed into tablets. The compounds of the present invention can also be combined with a free flowing inert carrier and compressed into tablets directly without going through the granulating or slugging steps. A clear or opaque protective coating consisting of a sealing coat of shellac, a coating of sugar or polymeric material and a polish coating of wax can be provided. Dyestuffs can be added to these coatings to distinguish different unit dosages.
Oral fluids such as solution, syrups and elixirs can be prepared in dosage unit form so that a given quantity contains a predetermined amount of the compound. Syrups can be prepared by dissolving the compound in a suitably flavored aqueous solution, while elixirs are prepared through the use of a non-toxic alcoholic vehicle. Suspensions can be formulated by dispersing the compound in a non-toxic vehicle. Solubilizers and emulsifiers such as ethoxylated isostearyl alcohols and polyoxy ethylene sorbitol ethers, preservatives, flavor additive such as peppermint oil or natural sweeteners or saccharin or other artificial sweeteners, and the like can also be added.
It should be understood that, in addition to the ingredients particularly mentioned above, the compositions may include other agents conventional in the art having regard to the type of formulation in question, for example those suitable for oral administration may include flavoring agents.
A therapeutically effective amount of a compound of the present invention will depend upon a number of factors including, for example, the age and weight of the subject, the precise condition requiring treatment and its severity, the nature of the formulation, and the route of administration, and will ultimately be at the discretion of the attendant physician or veterinarian.
Kits
Another aspect of the disclosure is a kit containing a reagent or reagents for measuring at least one biomarker in a biological sample, instructions for measuring the at least one biomarker, and/or instructions for evaluating or monitoring efficacy of a prophylactic treatment in a patient based on the level of the at least one biomarker, and/or instructions for assessing a prophylactic therapy in a patient. In some embodiments, the kit contains reagents for measuring from 1 to about 20 biomarkers, including at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 or more biomarkers as described herein.
The invention may also encompass arrays, microarrays, chips, biochips, etc.
Any of the compositions described herein may be comprised in a kit. In one embodiment, the kit contains a reagent for measuring at least one biomarker in a biological sample, instructions for measuring the at least one biomarker, and instructions for evaluating or monitoring efficacy of a prophylactic treatment in a patient based on the level of the at least one biomarker. In some embodiments, the kit contains reagents for measuring the level of at least 2, 3, 4, 5, 6 or 10 (or more) biomarkers. The kit may also be customized for determining the efficacy of therapy for a stress-induced affective disorder or stress-induced psychopathology, and thus provides the reagents for determining 50 or fewer, 40 or fewer, 30 or fewer, or 25 or fewer biomarkers.
The components of the kits may be packaged either in aqueous media or in lyophilized form. The container means of the kits will generally include at least one vial, test tube, flask, bottle, syringe or other container means, into which a component may be placed, and preferably, suitably aliquoted. Where there is more than one component in the kit, the kit also will generally contain a second, third or other additional container into which the additional components may be separately placed (e.g., sterile, pharmaceutically acceptable buffer and/or other diluents). However, various combinations of components may be comprised in a vial. The kits also will typically include a means for containing the reagents, and any other reagent containers in close confinement for commercial sale. Such containers may include injection or blow molded plastic containers into which the desired vials are retained.
When the components of the kit are provided in one and/or more liquid solutions, the liquid solution may be an aqueous solution. The components of the kit may also be provided as dried powder(s). When reagents and/or components are provided as a dry powder, the powder can be reconstituted by the addition of a suitable solvent. It is envisioned that the solvent may also be provided in another container means.
Such kits may also include components that preserve or maintain the reagents or that protect against their degradation. Such components may be protease inhibitors or protect against proteases. Such kits generally will comprise, in suitable means, distinct containers for each individual reagent or solution.
A kit will also include instructions for employing the kit components as well the use of any other reagent not included in the kit. Instructions may include variations that can be implemented.
This invention will be better understood from the examples, which follow. However, one skilled in the art will readily appreciate that the specific methods and results discussed are merely illustrative of the invention as described more fully in the claims that follow thereafter.
Recently, we have shown that ketamine given prior to stress exposure protects against the development of depressive-like behavior in mice. These data suggest that it may be possible to prevent the induction of affective disorders before they develop by administering prophylactic pharmaceuticals, a relatively nascent and unexplored strategy for psychiatry. Here, we performed metabolomics analysis of brain and plasma following prophylactic ketamine treatment in order to identify markers of stress resilience enhancement. We administered prophylactic ketamine in mice to buffer against fear expression. Following behavioral analyses, untargeted metabolomic profiling was performed on both hemispheres of the prefrontal cortex (PFC) and the hippocampus (HPC), and plasma. We found that prophylactic ketamine attenuated learned fear. Eight metabolites were changed in the PFC and HPC upon ketamine treatment. Purine and pyrimidine metabolism were most significantly changed in the HPC, PFC, and, interestingly, plasma of mice two weeks after prophylactic administration. Moreover, most precursors to inhibitory neurotransmitters were increased whereas precursors to excitatory neurotransmitters were decreased. Strikingly, these long-term metabolomic changes were not observed when no stressor was administered. Our results suggest that prophylactic treatment differentially affects purine and pyrimidine metabolism and neurotransmission in brain and plasma following stress, which may underlie the long-lasting resilience to stress induced by a single injection of ketamine. These data may provide novel targets for prophylactic development, and indicate an interaction effect of prophylactic ketamine and stress. To our knowledge, this is the first study that identifies metabolomic alterations and biomarker candidates for prophylactic ketamine efficacy in mice.
Here, in order to begin to address the mechanism behind the efficacy of prophylactic treatment, we administered saline or ketamine (30 mg kg−1) 1 week before a 3-shock contextual fear-conditioning (CFC) paradigm or before context exposure without shocks, and subsequently profiled the metabolome of both hemispheres of the PFC and HPC, as well as plasma. As we previously reported (McGowan et al, 2017), prophylactic ketamine attenuated learned fear. Purine and pyrimidine metabolism was significantly altered in the HPC, PFC, and plasma following prophylactic ketamine treatment and stress as compared with saline-treated mice. Moreover, most precursors to inhibitory neurotransmitters were increased, while most precursors to excitatory neurotransmitters were decreased. Interestingly, these changes were not observed in non-stressed mice, indicating that ketamine interacts with a stressful experience to induce long-lasting changes in the metabolome and on behavior. These results point to potential metabolites as mediators in ketamine's resilience-enhancing effects, which may be easily identifiable in the clinic.
Materials and Methods
Mice
129S6/SvEvTac mice were purchased from Taconic (Hudson, N.Y.) at 7 weeks of age. Mice were housed 4-5 per cage in a 12-h (06:00-18:00) light-dark colony room at 22° C. Food and water were provided ad libitum. Behavioral testing was performed during the light phase. All experiments were approved by the Institutional Animal Care and Use Committee at New York State Psychiatric Institute (NYSPI).
Drugs
A single injection of saline (0.9% NaCl) or ketamine (30 mg kg−1) (Ketaset III, Ketamine HCl injection, Fort Dodge Animal Health, Fort Dodge, Iowa) was administered once at 8 weeks of age as previously described (Brachman et al, 2016; McGowan et al, 2017). Ketamine was prepared in physiological saline and all injections were administered intraperitoneally (i.p.) in volumes of 0.1 cc per 10 mg body weight.
Contextual Fear Conditioning (CFC)
A 3-shock CFC paradigm was administered as previously described (Denny et al, 2014; Drew et al, 2010; McGowan et al, 2017). Mice were placed in the conditioning chamber and received 3 shocks 180, 240, and 300 s later (2 s, 0.75 mA) and were removed 15 s following the last shock. For context re-exposure, mice were placed back into the context for 180 s. The no-shock control group underwent the same protocol, but did not receive 3 shocks during the first exposure. All sessions were scored for freezing using FreezeView2 (http://actimetrics.com/downloads/freezeframe/). All behavioral statistical analyses are included in Table 1.
Brain Extraction
Mice were sacrificed via cervical dislocation 2 h following CFC re-exposure. Brains were extracted and frozen at −20° C. for 30 sec. Brains were cut using a brain matrix slicer (Cat. #BSMAS001-1, Zivic Instruments, Pittsburgh, Pa., USA). Bilateral punches were then excised from the PFC using a brain punch tissue set (Cat. #57401, Stoelting, Wood Dale, Ill.) according to the coordinates of Paxinos and Franklin (2001) in a glass dish containing ice. Left and right punches were stored separately. The HPC was manually dissected and left and right hemispheres were stored separately. Each sample was weighed. The weights of all samples are included in Table 1. All tissue samples were then stored at −80° C. until metabolomic analysis.
Blood Plasma Collection
Trunk blood was collected immediately following decapitation and spun down (10,000 rpm) in Eppendorf tubes pre-coated with 5 l 0.5 M EDTA to obtain plasma. Samples were transferred to new tubes and stored at −80° C. until analysis. All tissue samples were then stored at −80° C. until analysis.
Preparation of Brain Tissue
Frozen brain tissue was transferred to a homogenization tube containing ceramic beads (Omni International, Kennesaw, Ga.). A volume of ice-cold 80% MeOH was added to obtain a 20 mg/ml solution to each of the tubes. The tubes were snap frozen in liquid nitrogen during processing to ensure the tissue was kept cold. After a brief thawing period, the tubes were then transferred to a Bead Ruptor Homogenizer (Omni International, Kennesaw, Ga.). Tissue was homogenized for 2 cycles of 45 seconds, with a 15 second rest period in between. Samples were sonicated for 10 minutes at room temperature (RT) and then centrifuged at 14,000 rpm for 10 minutes at 4° C. All of the supernatant was removed, transferred to an Eppendorf tube, and evaporated to dryness overnight using a centrifugal evaporator. Once dry, the dried lysate was stored at −80° C. until analysis.
Preparation of Plasma
Plasma was stored at −80° C. until extraction. The samples were thawed at RT for 10 minutes. Thirty μl were removed and were added to 270 μl of ice-cold 80% MeOH. The lysate was then vortexed and spun in a centrifuge at 14,000 rpm for 10 minutes at 4° C. One hundred μl of supernatant were taken and transferred to a fresh Eppendorf tube and evaporated to dryness overnight using a centrifugal evaporator. Once dry, the lysate was stored at −80° C. until analysis.
Metabolomics Analysis
For untargeted metabolomics analysis, brain samples were reconstituted in 2:1:1 acetonitrile:MeOH:H2O, to yield a concentration of 200 mg/ml. Plasma samples were reconstituted in the same solvent, at a 30 μl resuspension volume. Both were spun at 14,000 rpm for 10 minutes at 4° C. to remove excess debris before analysis. Chromatography was performed using an Agilent 1290 Infinity UPLC. Ten μl of each sample were injected onto a ZIC-pHILIC column (EMD Millipore, Billerica, Mass.) with dimensions of 150×4.6 mm, 5 μm. Metabolites were separated using an acetonitrile/H2O with 20 mM ammonium carbonate (pH 9.2) gradient over a 29-minute period. A 10-minute re-equilibration time was carried out in between injections. Detection was performed using an Agilent 6550 Quadrupole-time-of-flight (QToF) mass spectrometer, operated in both negative and positive modes. Full scan MS data was collected from m/z 70-1000 and metabolites were identified in an untargeted manner by looking within 10 ppm of the expected m/z values. Real-time mass calibration was performed throughout the duration of sample analysis.
Plasma samples were also subjected to a separate analysis of metabolites involved in neurotransmission. The dried plasma samples were reconstituted in 30 μl of H2O. Five μl of each sample were injected onto a Kinetix F5 column (Phenomenex, Torrance, Calif.) with dimensions of 100×3 mm, 2.6 am. Metabolites were separated using water with 0.2% formic acid and MeOH gradient over a 12-minute period. A re-equilibration time of 3 minutes was carried out in between injections. Similarly, detection was performed using an Agilent 6550 QToF mass spectrometer, operated in both negative and positive modes (
Pathway Analysis
For each pathway analysis, the metabolites that were changed in both hemispheres or in the plasma were entered into MetaboAnalyst 3.0 using their HMDB IDs (http://www.metaboanalyst.ca/faces/Secure/upload/PathUploadView.xhtml).
Heat Map
MATLAB (https://www.mathworks.com/, Mathworks, Natick, Mass.) was used to transform metabolomics data for the heat maps. The function NormalizeforHeatMap takes a data input that is in the form of a matrix (size X by Y) and normalizes each row to values between 0 and 1. This function loops through each row, and at each iteration, the function first takes the minimum of each row and subtracts that from all of the values in that row. It then divides each value in that row by the maximum value of that row. The data are accumulated into a new matrix that contains all of the normalized values.
Statistical Analysis
All data were analyzed using StatView 5.0 software (SAS Institute, Cary, N.C.) or Prism 7.0 (Graphpad Software, Inc., La Jolla, Calif.). Alpha was set to 0.05 for all analyses. In general, the effect of Drug was analyzed using an analysis of variance (ANOVA), using repeated measures where appropriate. Unpaired t-tests were performed on each metabolite analyzed. All statistical tests and p values for metabolomic analyses are listed in Table 1.
Results
Prophylactic Ketamine Buffers Conditioned Fear Responses
First, to validate our previously reported effect of prophylactic ketamine on CFC, we administered a single dose of saline or ketamine (30 mg kg−1) to mice 1 week before a 3-shock CFC paradigm (
Prophylactic Ketamine Significantly Alters Metabolites in the PFC and HPC Following Stress
A number of positive and negative mode metabolites were changed in the PFC (
Next, heat maps of the changed metabolites in the PFC and HPC were created for the stressed mice (
Prophylactic Ketamine Significantly Alters Purine Metabolism Following Stress
Of the 8 metabolites changed, 6 metabolites were changed in the same direction in both hemispheres of the PFC and HPC of prophylactic ketamine-treated mice that had undergone stress, and these metabolites were involved in purine and pyrimidine biosynthesis (Table 2). We first analyzed individual purine metabolites in the PFC and HPC. Purine precursors and nucleotides were significantly altered in both hemispheres of the PFC (
Prophylactic Ketamine Significantly Alters Pyrimidine Metabolism Following Stress
Pyrimidine metabolites were next analyzed in both the PFC (
Prophylactic Ketamine Significantly Alters Purine and Pyrimidine Metabolism in Plasma After Stress
We next predicted that the effects of prophylactic ketamine might be apparent in the periphery as well as in the brain. Therefore, metabolomics analysis was next performed on plasma samples of stressed and non-stressed mice. A pathway analysis was first performed of changed metabolites indicating that purine metabolism, pyrimidine metabolism, the citrate cycle (TCA cycle), and the pentose phosphate pathway were most significantly changed following prophylactic ketamine administration and stress (
Amino Acid-Derived Neurotransmitters and Precursors are Significantly Changed Following Prophylactic Ketamine and Stress in the PFC and HPC
All amino-acid derived neurotransmitters and their precursors were next analyzed for alterations following prophylactic ketamine administration (Table 3). Interestingly, following stress, almost all inhibitory neurotransmitter metabolites were increased (e.g., alanine, gamma-aminobutyric acid (GABA), taurine) and nearly all excitatory neurotransmitter metabolites were decreased (e.g., serine, tyrosine, and phenylalanine). The main exception to this observation was glutamic acid, a precursor to GABA. Therefore, it is possible that the increase in glutamic acid is directly related to the increase in GABA. In contrast, in non-stressed mice, only the inhibitory neurotransmitter metabolite taurine was changed. These data suggest that prophylactic ketamine and stress may increase inhibitory tone in the brain following administration, resulting in long-lasting protection.
Amino Acid-Derived Neurotransmitters and Precursors are Significantly Changed Following Prophylactic Ketamine and Stress in Plasma
As performed on brain tissue, amino-acid derived neurotransmitters and their precursors in plasma were next analyzed for alterations following prophylactic ketamine administration (Table 3). A number of amino acid-derived neurotransmitters and precursors were altered, but only in stressed mice. Interestingly, as in the brain tissue, two excitatory neurotransmitters serine and glutamic acid were decreased. However, unlike in the brain tissue, GABA, an inhibitory neurotransmitter, was decreased. These data suggest that metabolite profiling of plasma samples may indicate effectiveness of prophylactic treatment.
Discussion
Here, we have shown that a single injection of ketamine before a 3-shock CFC protocol attenuated learned fear and produced long-lasting changes in the metabolite profile of PFC and HPC tissues, as well as of plasma. Interestingly, a single injection of ketamine without stress did not produce similar long-lasting changes in the PFC, HPC, or plasma, suggesting that prophylactic ketamine may interact with stress to induce long-lasting metabolic changes, especially in the periphery, that affect behavior. To our knowledge, this is the first study that identifies metabolite alterations and biomarker candidates for prophylactic ketamine efficacy in mice.
Purine and pyrimidine metabolism was affected not only in the PFC and in the HPC, but also in plasma of prophylactic ketamine-treated stressed mice. Genetically determined aberrations in purine and pyrimidine metabolism have been associated with neurological dysfunction (Jinnah et al, 2013; Kelley and Andersson, 2014; Micheli et al, 2011) and psychiatric disorders (Astakhova and Asanova, 1985; Cieslak et al, 2016). Purine and pyrimidine metabolism has also recently been implicated in antidepressant treatment response in mice and humans (Park et al, 2016). In this study, a commonly used selective serotonin reuptake inhibitor (SSRI), paroxetine, was administered to DBA/2J mice for 28 days. Drug non-responder and responder mice were identified, and the metabolomic profile was assessed in the HPC and plasma. Their results suggest that chronic SSRI treatment differentially affects purine and pyrimidine metabolism, which may explain the heterogeneous antidepressant treatment response, and represents a potential biosignature of the disease. Specifically, the authors observed decreased purine and pyrimidine metabolism in antidepressant non-responders, and increased metabolism in responders. Here, we have similarly assessed efficacy of the rapid-acting antidepressant ketamine, but when administered prior to stress. The effect of prophylactic ketamine on purine and pyrimidine metabolism after stress suggests that several mechanisms of successful antidepressant treatment may overlap with prophylactic responsiveness. Additionally, to further assess how changes in the metabolome relate to behavioral output, we correlated the freezing levels of stressed mice with the amount of the pyrimidine dUDP in both hemispheres of the PFC and HPC. We found that dUDP levels positively correlated with freezing levels upon context re-exposure, but only in the PFC of mice administered ketamine, suggesting that the alterations in the metabolome induced by ketamine and stress may directly influence pathological states.
Prophylactic ketamine increased precursors to inhibitory neurotransmitters, while decreasing most precursors to excitatory neurotransmitters in stressed mice. Increasing evidence demonstrates that MDD is associated with an imbalance of excitatory and inhibitory neurotransmitters glutamate and GABA (Hasler et al, 2007). Specifically, glutamic acid and GABA dysregulation is a hallmark of MDD pathology (Abdallah et al, 2014; Pehrson and Sanchez, 2015), as well as of PTSD and other panic and social anxiety disorders (Averill et al, 2016; Meyerhoff et al, 2014). Interestingly, in a model of chronic social defeat stress (CSDS), mice that exhibited depressive-like behavior showed a reduction in glutamate in the GABAergic pathway, suggesting that glutamatergic disorders may be implicated in susceptibility to stress (Wang et al, 2016). Collectively, these data suggest that prophylactic ketamine may be increasing stress resilience by regulating GABA and glutamate neurotransmission and therefore, preventing stress-induced phenotypes.
No previous studies have identified the alterations in the metabolome that occur upon administering a resilience-enhancing pharmaceutical, as the current study sought to assess. However, previous studies have been conducted in regards to ketamine's rapid-acting antidepressant effects and the resultant metabolomic and proteomic changes. Specifically, adenosine has been shown to mediate antidepressant action of ketamine, and that enhancement of the adenosine A1 receptors (AIRs) in forebrain neurons of mice produced resilience-enhancing effects (Serchov et al, 2015). In general, adenosine has been known to act as an anti-inflammatory agent involved in neuroprotection, and it is hypothesized that imbalanced levels of adenosine-5′-triphosphate (ATP) and adenosine in the extracellular space may lead to neuropsychiatric diseases (Cieslak et al, 2016). These data are in agreement with our results demonstrating that prophylactic ketamine administration increases levels of adenosine monophosphate (AMP) and ATP in both hemispheres of the PFC and HPC, and in the plasma.
Thyrotropin-releasing hormone (TRH) and TRH-like peptides, which are potential therapeutic targets for MDD, are also increased in various brain regions, including the PFC and HPC, upon ketamine administration (Pekary et al, 2015). It has also been demonstrated that in as rapidly as 2 hours post-ketamine injection, hippocampal pathways including glycolysis, pentose phosphate pathway, and citrate cycle are impacted (Weckmann et al, 2014). Importantly, the pentose phosphate pathway is known to be important for purine formation. Here, we show that ribose and ribulose phosphate, pentose phosphate pathway intermediates, are significantly changed in plasma, which is in agreement with Weckmann et al.'s study demonstrating the role of ketamine on the pentose phosphate pathway and purine formation. Thus, there may be a cascade of changes occurring after ketamine administration that are activated during stress, which could explain its long-lasting resilience-enhancing effects, such as changes in the pentose phosphate pathway that lead to changes in purine formation.
The use of metabolite supplements in the treatment of depression has been attempted, as metabolic syndromes have been associated with MDD (Marazziti et al, 2014; Martinac et al, 2014) and PTSD (Bartoli et al, 2013). Interestingly, one clinical study found that up to two-thirds of TRD patients may demonstrate at least one metabolic abnormality (Pan et al, 2017). Systemic folate deficiency has been of particular relevance to this study, as cerebral folate deficiency (CFD) was the most common in the TRD patients. Typically, CFD syndromes present as developmental and psychiatric disorders (Ramaekers et al, 2013; Serchov et al, 2015). Folate, a water-soluble B-vitamin, is involved in nearly 100 metabolic reactions including the purine synthetic pathway (Pan and Vockley, 2013), and is necessary for the biosynthesis of monoamine neurotransmitters serotonin, epinephrine, and dopamine (Serchov et al, 2015). Low folate levels have been associated with reduced response to antidepressants, and have been correlated with MDD symptomology; thus, folate supplements such as folic acid or methylfolate have been prescribed to MDD patients (Nelson, 2012). The influence of folate on monoamine neurotransmitters is reflected in our data, as folate changes may have influenced changes we observed in neurotransmitters such as tyrosine and phenylalanine in the brain, which are precursors to dopamine, norepinephrine, and epinephrine.
The identification of specific metabolite markers associated with psychiatric disease using metabolomics platforms has only been recently pursued. There are an emerging series of studies assessing urinary and peripheral blood metabolite biomarkers to aid in diagnosis of MDD (Lee et al, 2016; Redei and Mehta, 2015; Zheng et al, 2013a; Zheng et al, 2016; Zheng et al, 2013b). Prior to metabolomics studies, research focused on identifying genomic markers of MDD, but efforts have not yet yielded diagnostic and treatment biomarkers in the genome (Miller and O'Callaghan, 2013). Interestingly, we found that prophylactic ketamine significantly altered metabolites in both the brain and the plasma after stress. Importantly, prophylactic ketamine alone does not induce the same changes in metabolites, but rather, these changes are triggered only after the experience of a stressor. This is noteworthy, as it suggests that there are peripheral changes with prophylactic treatment and stress that may be identified in the clinic.
Overall, the present study may lead to novel insights on how ketamine treatment prior to a stressor may alter metabolic pathways that are involved in neurotransmission, and how these pathways are implicated in mood disorders. These data suggest that a single dose of ketamine induces a cascade of effects following a stressor that may underlie its long-lasting resilience against stress-induced disorders. These results may elucidate potential biological processes in the brain and plasma that are critical for maintaining resilience against stressors.
Table 1. Statistical analysis summary for CFC data, weights of HPC and PFC samples used for analyses, and statistical analysis summary for metabolomics data.
Table 2. Prophylactic ketamine prior to CFC stress results in altered purine and pyrimidine metabolism. Of the 8 metabolites changed following prophylactic ketamine and CFC stress, 6 metabolites were changed in the same direction in both hemispheres of the PFC and HPC and these metabolites were primarily involved in purine and pyrimidine biosynthesis.
Table 3. Amino acid-derived neurotransmitters and precursors are significantly changed following prophylactic ketamine and CFC stress in the PFC, HPC, and plasma. Amino-acid derived neurotransmitters and their precursors were next analyzed for alterations following prophylactic ketamine administration and CFC stress. Interestingly, in the PFC and HPC almost all inhibitory neurotransmitter metabolites were increased (e.g. alanine, gamma-aminobutyric acid (GABA), taurine) and nearly all excitatory neurotransmitter metabolites were decreased (e.g. serine, tryosine, and phenylalanine). The main exception to this observation was glutamic acid, a precursor to GABA. Therefore, it is possible that the increase in glutamic acid is directly related to the increase in GABA. These data suggest that prophylactic ketamine may increase inhibitory tone in the brain following administration, resulting in long-lasting protection. As performed on brain tissue, metabolomic profiling was performed on plasma samples. A number of amino acid-derived neurotransmitters and precursors were altered following prophylactic ketamine and CFC stress. Interestingly, as in the brain tissue, two excitatory neurotransmitters serine and glutamic acid were decreased. However, unlike in the brain tissue, GABA, an inhibitory neurotransmitter, was decreased. These data suggest that metabolite profiles of plasma samples may indicate effectiveness of prophylactic treatment.
The present invention is not to be limited in scope by the specific embodiments described herein. Indeed, various modifications of the invention in addition to those described herein will become apparent to those skilled in the art from the foregoing description and the accompanying figures. Such modifications are intended to fall within the scope of the appended claims.
Patents, patent applications, and publications are cited throughout this application, the disclosures of which, particularly, including all disclosed chemical structures, are incorporated herein by reference. Citation of the above publications or documents is not intended as an admission that any of the foregoing is pertinent prior art, nor does it constitute any admission as to the contents or date of these publications or documents. All references cited herein are incorporated by reference to the same extent as if each individual publication, patent application, or patent, was specifically and individually indicated to be incorporated by reference.
The foregoing written specification is considered to be sufficient to enable one skilled in the art to practice the invention. Various modifications of the invention in addition to those shown and described herein will become apparent to those skilled in the art from the foregoing description and fall within the scope of the appended claims.
TABLE 1
Behavioral
° of
Paradigm
Abbrev
Measurement
Comparison
F
freedom
p
*
FIG.
Contextual
CFC D1
Freezing
Drug
3.528
1.68
0.0776
—
1B
Fear
Time
33.644
4.68
<0.0001
***
Conditioning
Drug × Time
2.275
4.68
0.0701
—
(3-shock)
CFC D2
Freezing
Drug
5.191
1.68
0.0359
*
1C
Time
27.495
4.68
<0.0001
***
Drug × Time
0.519
4.68
0.5996
—
Contextual
CFC D1
Freezing
Drug
0.679
1.64
0.0422
—
S5B
Fear
Time
3.402
4.64
0.0138
*
Conditioning
Drug × Time
1.579
4.64
0.2621
—
(No shock)
CFC D2
Freezing
Drug
0.402
1.64
0.5353
—
S5C
Time
4.3
4.64
0.0038
**
Drug × Time
0.528
4.64
0.7159
—
Left
Right
Total
Left
Right
Total
PFC
PFC
PFC
HPC
HPC
HPC
Weight
Weight
Weight
Weight
Weight
Weight
Mouse ID
CFC
Drug
(g)
(g)
(g)
(g)
(g)
(g)
1
3-shock
Sal
0.0156
0.0132
0.0288
0.0156
0.0146
0.0302
2
3-shock
Sal
0.0151
0.0160
0.0311
0.0209
0.0190
0.0399
3
3-shock
Sal
0.0200
0.0200
0.0400
0.0107
0.0254
0.0361
4
3-shock
Sal
0.0284
0.0223
0.0507
0.0141
0.0168
0.0309
5
3-shock
Sal
0.0221
0.0210
0.0431
0.0162
0.0191
0.0353
6
3-shock
Sal
0.0122
0.0100
0.0222
0.0160
0.0150
0.0310
7
3-shock
Sal
0.0150
0.0110
0.0260
0.0128
0.0170
0.0298
8
3-shock
Sal
0.0140
0.0134
0.0274
0.0125
0.0145
0.0270
9
3-shock
Sal
0.0140
0.0150
0.0290
0.0157
0.0124
0.0281
10
3-shock
Sal
0.0130
0.0120
0.0250
0.0132
0.0115
0.0247
11
3-shock
K
0.0195
0.0205
0.0400
0.0150
0.0155
0.0305
12
3-shock
K
0.0270
0.0272
0.0542
0.0219
0.0207
0.0426
13
3-shock
K
0.0170
0.0130
0.0300
0.0140
0.0140
0.0280
14
3-shock
K
0.0248
0.0223
0.0471
0.0155
0.0144
0.0299
15
3-shock
K
0.0195
0.0174
0.0369
0.0139
0.0123
0.0262
16
3-shock
K
0.0137
0.0110
0.0247
0.0160
0.0147
0.0307
17
3-shock
K
0.0130
0.0150
0.0280
0.0124
0.0135
0.0259
18
3-shock
K
0.0200
0.0200
0.0490
0.0143
0.0130
0.0273
19
3-shock
K
0.0150
0.0150
0.0300
0.0190
0.0159
0.0349
20
No shock
Sal
0.0150
0.0129
0.0279
0.0155
0.0177
0.0332
21
No shock
K
0.0183
0.0213
0.0396
0.0137
0.0133
0.027
22
No shock
Sal
0.0205
0.0181
0.0386
0.0221
0.0139
0.036
23
No shock
Sal
0.0152
0.0146
0.0298
0.017
0.0138
0.0308
24
No shock
Sal
0.0208
0.0200
0.0408
0.019
0.017
0.036
25
No shock
K
0.0180
0.0238
0.0418
0.019
0.015
0.034
26
No shock
K
0.0166
0.0183
0.0349
0.0178
0.015
0.0328
27
No shock
K
0.0250
0.0193
0.0443
0.01
0.0133
0.0233
28
No shock
Sal
0.0197
0.0238
0.0435
0.0144
0.0153
0.0297
29
No shock
Sal
0.0278
0.0227
0.0595
0.0176
0.017
0.0346
30
No shock
Sal
0.0190
0.0242
0.0432
0.0159
0.0134
0.0293
31
Ng shock
Sal
0.0200
0.0219
0.0419
0.0158
0.0132
0.029
32
No shock
Sal
0.0143
0.0161
0.0304
0.0157
0.0142
0.0299
33
No shock
K
0.0236
0.0213
0.0449
0.0175
0.0157
0.0332
34
No shock
K
0.0136
0.0168
0.0394
0.0148
0.0123
0.0271
35
No shock
K
0.0211
0.0167
0.0378
0.0145
0.0137
0.0282
36
No shock
K
0.0137
0.0150
0.0287
0.0157
0.0102
0.0259
37
No shock
K
0.1690
0.0166
0.1856
0.0183
0.0122
0.0305
Stressed Mice
Left PFC
Right PFC
Region
Mode
Metabolite
p value
p value
PFC
Positive
1-Methylhistidine
0.0004
0.0032
11-Hydroxyandrosterone
0.0387
0.6853
13-HOTE
0.0021
0.2243
19-Norandrosterone
0.0377
0.3451
2-Hexenoylcarnitine
0.9272
0.3088
2-Methoxyestradiol
0.2216
0.4853
3--5-Tetradecadiencarnitine
0.9217
0.0457
3-5-Diiodothyronine
0.5416
0.1165
3-Aminoisobutanoic-acid
0.0000
0.0000
3-Methylcrotonylglycine
0.0212
0.0007
3-Methylhistidine
0.0023
0.0091
3-Methyluridine
0.1794
0.2124
5--Methylthioadenosine
0.0084
0.1503
5-6-Dihydrouridine
0.6656
0.0929
5-Methylcytidine
0.6431
0.3072
8-Hydroxyguanine
0.1223
0.0251
9-12-Hexadecadienoylcarnitine
0.2105
0.0618
9-Decenoylcarnitine
0.4361
0.4361
Acetoacetic-acid
0.0000
0.0038
Adenosine-triphosphate
0.0291
0.1557
Alanyl-Proline
0.0025
0.0180
Aminoadipic-acid
0.4701
0.5719
Argininosuccinic-acid
0.0274
0.0424
Asymmetric-dimethylarginine
0.0050
0.0363
Carnosine
0.0406
0.0337
Citrulline
0.0019
0.0050
Cyclic-AMP
0.3953
0.4846
Cystathionine-ketimine
0.0310
0.2109
Cytidine
0.6916
0.6714
D-Serine
0.0011
0.0092
D-Tryptophan
0.0056
0.0129
Deoxycytidine
0.0165
0.0477
Deoxyuridine
0.0017
0.5072
Dihydrothymine
0.0054
0.0095
Dodecanoylcarnitine
0.1678
0.0547
dUDP
0.0002
0.0003
Erythronic-acid
0.0096
0.0077
Estradiol
0.0027
0.1554
Glucosylgalactosyl-hydroxylysine
0.0050
0.0123
Glycine
0.0136
0.0061
Glycylproline
0.0028
0.0100
Guanosine-diphosphate
0.6691
0.3997
Guanosine-monophosphate
0.3745
0.0330
Guanosine-triphosphate
0.0433
0.0544
Hexanoylcarnitine
0.6060
0.0104
Homo-L-arginine
0.0485
0.0871
Homocarnosine
0.0069
0.0309
Hypoxanthine
0.0188
0.0096
IMP
0.0031
0.0218
Inosine
0.0127
0.0086
Isobutyryl-L-carnitine
0.1272
0.0332
Isoleucine
0.0027
0.0105
Isovalerylcarnitine
0.5210
0.2595
Isovalerylglucuronide
0.0302
0.0336
Ketoprofen-glucuronide
0.0018
0.0019
L-Allothreonine
0.0023
0.0024
L-Cystathionine
0.2210
0.6509
L-Cysteinylglycine-disulfide
0.0001
0.0010
L-Homoserine
0.0021
0.0289
L-Octanoylcarnitine
0.5390
0.0150
L-Tyrosine
0.0022
0.0059
Leucine
0.0000
0.0046
Malonylcarnitine
0.0091
0.2928
MET-ENKEPHELIN
0.1336
0.0035
methionine
0.0153
0.0830
N--Phosphoguanidinoethyl methyl phosphate
0.2092
0.1060
N-Acetyl-L-methionine
0.0325
0.0206
N-Acetylcystathionine
0.0758
0.0198
N-Acetylglutamine
0.0154
0.1573
N-Acetylneuraminic-acid
0.0045
0.2486
N-acetyltryptophan
0.0206
0.1415
N-Acetylvanilalanine
0.1695
0.1871
N-Formyl-L-methionine
0.7312
0.0085
N4-Acetylaminobutanal
0.0045
0.0518
NAD
0.2233
0.0431
NAD+
0.2640
0.0482
NADH
0.0171
0.0150
Nicotinamide
0.0018
0.0597
Nonanoylcarnitine
0.0013
0.0198
p-Cresol-glucuronide
0.1964
0.1862
Phenylalanine
0.0064
0.0337
Phenylpyruvic-acid
0.0011
0.0031
Pipecolic-acid
0.0143
0.0630
Progesterone
0.1866
0.6845
Proline-betaine
0.1691
0.4450
Prolylhydroxyproline
0.0577
0.0509
S-adenosyl-L-homoCysteine
0.0246
0.1132
S-Adenosylmethionine
0.1136
0.0061
Suberylglycine
0.1818
0.1991
Succinyladenosine
0.0941
0.0405
Taurocholic-acid
0.0033
0.0510
Taurodeoxycholic-acid
0.0000
0.0006
Testosterone
0.0698
0.0089
Thiamine-monophosphate
0.0128
0.0223
Thyroxine
0.1623
0.1869
trans-2-Dodecenoylcarnitine
0.4636
0.0027
Trimethylamine-N-oxide
0.4867
0.3878
Uracil
0.0840
0.0423
Urolithin-C
0.0410
0.7105
Xanthine
0.0392
0.0515
Xanthurenic-acid
0.6185
0.0141
Negative
(S)-Lactaldehyde
0.0553
0.0019
11b-Hydroxyprogesterone
0.0083
0.3228
12-13-DHOME
0.0068
0.4807
1-Methylxanthine
0.6021
0.0000
2-Arachidonylglycerol
0.0127
0.3843
2-Hexenoylcarnitine
0.0308
0.5644
2-Hydroxyadipic-acid
0.2927
0.0028
2-Phenylpropionate
0.0569
0.6244
3-Chlorotyrosine
0.0009
0.2610
3-Dehydrocarnitine
0.0834
0.9597
3-Hydroxydodecanoic-acid
0.0022
0.6950
3-Hydroxytetradecanedioic-acid
0.0037
0.9384
3-Sulfinoalanine
0.5418
0.6465
5-6-Dihydrouridine
0.6066
0.0001
5-Methylcytidine
0.1470
0.0123
5-Tetradecenoic-acid
0.0467
0.8897
6-Hydroxydaidzein
0.0013
0.7263
Adenine
0.3341
0.0044
Adenosine
0.3086
0.0045
Adenosine-monophosphate
0.0318
0.0011
Adenosine-triphosphate
0.0142
0.0164
ADP
0.5191
0.0143
ADP-Glucose
0.8177
0.0002
Aminoadipic-acid
0.1931
0.0000
Butyrylcarnitine
0.0027
0.8076
CDP
0.7795
0.0271
Cyclic-AMP
0.7048
0.0044
Cytidine
0.1892
0.0205
Cytidine-monophosphate
0.9227
0.0051
Cytosine
0.2507
0.0030
D-Alanine
0.0178
0.0000
Dihydrothymine
0.0200
0.0001
Dihydroxyacetone-phosphate
0.4940
0.0052
D-Lysine
0.6999
0.0077
Dodecanedioic-acid
0.0021
0.9179
Dodecanoic-acid
0.0447
0.8702
D-Serine
0.1125
0.0000
D-Tryptophan
0.0220
0.2810
Enkephalin-L
0.1345
0.0007
FAD
0.3991
0.0503
Fructose-1-6-bisphosphate
0.1661
0.0415
Gamma-Aminobutyric-acid
0.5252
0.0000
Gamma-Glutamyl-Glutamine
0.0651
0.3903
Glucosamine-phosphate
0.0037
0.0044
glutathione
0.4697
0.0422
Glyceric-acid
0.6690
0.0000
Glycerol-3-phosphate
0.4140
0.0071
GMP
0.2672
0.0225
Guanosine-diphosphate
0.0445
0.0004
Guanosine-triphosphate
0.0194
0.0041
Hexanoylcarnitine
0.0339
0.8636
Homocarnosine
0.8750
0.0000
Homocitrulline
0.0019
0.3921
Hydroxyhexanoycarnitine
0.0037
0.2976
Hydroxyoctanoic-acid
0.0048
0.6490
Hydroxypyruvic-acid
0.0214
0.0003
IMP
0.0168
0.6032
Inosine
0.0416
0.4426
Isovaleric-acid
0.5087
0.0045
L-2-Hydroxyglutaric-acid
0.3218
0.0096
L-3-Phenyllactic-acid
0.8600
0.0032
L-Acetylcarnitine
0.0060
0.7490
L-Carnitine
0.2011
0.0038
L-Glutamic-acid
0.3732
0.0000
Linoleic-acid
0.0115
0.5766
L-Lactic-acid
0.0348
0.0081
L-Malic-acid
0.0373
0.3364
L-Tyrosine
0.0077
0.7414
Malonate
0.0214
0.0003
Methionine
0.2286
0.0330
Methylmalonic-acid
0.0426
0.0032
N-Acetylglutamine
0.0694
0.6250
NAD+
0.0739
0.0043
NADH
0.0125
0.0021
N-Formyl-L-methionine
0.0092
0.0496
Nicotinamide-ribotide
0.1333
0.0083
Octulose-phosphate
0.0093
0.0043
Oleic-acid
0.0317
0.1234
O-Phosphoethanolamine
0.3872
0.0000
Oxidized-glutathione
0.1284
0.0001
Oxoadipic-acid
0.0041
0.1049
Oxoglutaric-acid
0.0274
0.0001
Palmitic-acid
0.0261
0.5972
Palmitoleic-acid
0.0024
0.6231
p-Cresol-sulfate
0.0018
0.4236
Phenylalanine
0.1502
0.0007
Phenylpropionylglycine
0.0071
0.3014
Phosphoenolpyruvic-acid
0.0404
0.1528
Propionylcarnitine
0.0018
0.2549
Propionylglycine
0.2466
0.0000
Ribothymidine
0.0000
0.1674
Sarcosine
0.1092
0.0251
Sphingosine-1-phosphate
0.9527
0.0042
Stearic-acid
0.0727
0.2743
Taurine
0.8738
0.0000
Testosterone-sulfate
0.0009
0.9284
Tetradecanedioic-acid
0.0035
0.7318
Thiamine-pyrophosphate
0.2380
0.0001
Thymine
0.0016
0.0733
Uracil
0.2300
0.5986
Uric-acid
0.5679
0.0024
Uridine
0.1539
0.0332
Uridine-diphosphate-glucose
0.3417
0.0100
Uridine-diphosphate-N-acetylglucosamine
0.0536
0.0170
Uridine-triphosphate
0.0085
0.0202
Urolithin-C
0.0011
0.2275
Valeric-acid
0.2847
0.0003
Valerylcarnitine
0.0133
0.9297
Xanthine
0.0661
0.6403
Xanthosine-5-phosphate
0.3232
0.0042
Left HPC
Right HPC
Region
Mode
Metabolite
p value
p value
HPC
Positive
1-Methylhistidine
0.0416
0.1744
11-Hydroxyandrosterone
0.5556
0.5952
13-HOTE
0.0421
0.0242
19-Norandrosterone
0.8228
0.6511
2-Hexenoylcarnitine
0.6606
0.9663
2-Methoxyestradiol
0.4757
0.9931
3--5-Tetradecadiencarnitine
0.0588
0.1658
3-5-Diiodothyronine
0.3726
0.6775
3-Aminoisobutanoic-acid
0.0345
0.0605
3-Methylcrotonylglycine
0.0648
0.7030
3-Methylhistidine
0.0127
0.0598
3-Methyluridine
0.2461
0.8378
5--Methylthioadenosine
0.6837
0.0074
5-6-Dihydrouridine
0.0022
0.0030
5-Methylcytidine
0.0540
0.3678
8-Hydroxyguanine
0.0152
0.0405
9-12-Hexadecadienoylcarnitine
0.0984
0.7821
9-Decenoylcarnitine
0.0880
0.1751
Acetoacetic-acid
0.7095
0.8305
Adenosine-triphosphate
0.0704
0.1266
Alanyl-Proline
0.0296
0.1327
Aminoadipic-acid
0.0690
0.2016
Argininosuccinic-acid
0.3259
0.4922
Asymmetric-dimethylarginine
0.8378
0.6567
Carnosine
0.6346
0.8656
Citrulline
0.1826
0.5655
Cyclic-AMP
0.0875
0.1405
Cystathionine-ketimine
0.0443
0.8138
Cytidine
0.1426
0.2717
D-Serine
0.1869
0.8959
D-Tryptophan
0.2462
0.4534
Deoxycytidine
0.4804
0.3590
Deoxyuridine
0.2250
0.6074
Dihydrothymine
0.0808
0.1165
Dodecanoylcarnitine
0.4180
0.8433
dUDP
0.0029
0.0051
Erythronic-acid
0.0185
0.1153
Estradiol
0.4064
0.9947
Glucosylgalactosyl-hydroxylysine
0.2679
0.1711
Glycine
0.2668
0.8485
Glycylproline
0.0892
0.2478
Guanosine-diphosphate
0.0363
0.0685
Guanosine-monophosphate
0.6696
0.2641
Guanosine-triphosphate
0.0319
0.0736
Hexanoylcarnitine
0.0342
0.0942
Homo-L-arginine
0.1317
0.4405
Homocarnosine
0.9057
0.3667
Hypoxanthine
0.0287
0.1542
IMP
0.0134
0.0204
Inosine
0.0146
0.0621
Isobutyryl-L-carnitine
0.1058
0.0577
Isoleucine
0.1750
0.4787
Isovalerylcarnitine
0.1611
0.3156
Isovalerylglucuronide
0.2864
0.8821
Ketoprofen-glucuronide
0.0010
0.0564
L-Allothreonine
0.1602
0.8601
L-Cystathionine
0.0878
0.0344
L-Cysteinylglycine-disulfide
0.3245
0.4862
L-Homoserine
0.8507
0.1369
L-Octanoylcarnitine
0.0014
0.0234
L-Tyrosine
0.0522
0.2079
Leucine
0.1488
0.2082
Malonylcarnitine
0.9241
0.8249
MET-ENKEPHELIN
0.0795
0.7499
Methionine
0.7775
0.8700
N--Phosphoguanidinoethyl methyl phosphate
0.2701
0.4484
N-Acetyl-L-methionine
0.3115
0.9274
N-Acetylcystathionine
0.2693
0.1513
N-Acetylglutamine
0.5036
0.9774
N-Acetylneuraminic-acid
0.6110
0.5381
N-acetyltryptophan
0.0594
0.1616
N-Acetylvanilalanine
0.3890
0.4706
N-Formyl-L-methionine
0.0885
0.7685
N4-Acetylaminobutanal
0.6462
0.6132
NAD
0.0278
0.0430
NAD+
0.0301
0.0461
NADH
0.0075
0.0877
Nicotinamide
0.0743
0.0159
Nonanylcarnitine
0.1313
0.0383
p-Cresol-glucuronide
0.6377
0.8879
Phenylalanine
0.7497
0.8954
Phenylpyruvic-acid
0.0685
0.2399
Pipecolic-acid
0.9596
0.7845
Progesterone
0.2279
0.3776
Proline-betaine
0.2189
0.4441
Prolylhydroxyproline
0.2644
0.6170
S-adenosyl-L-homoCysteine
0.2590
0.5549
S-Adenosylmethionine
0.1013
0.0063
Suberylglycine
0.8441
0.1883
Succinyladenosine
0.1831
0.4121
Taurocholic-acid
0.7990
0.7520
Taurodeoxycholic-acid
0.5248
0.1932
Testosterone
0.0018
0.0128
Thiamine-monophosphate
0.0608
0.0215
Thyroxine
0.5634
0.4695
trans-2-Dodecenoylcarnitine
0.0218
0.1847
Trimethylamine-N-oxide
0.4533
0.0275
Uracil
0.0917
0.4630
Urolithin-C
0.5196
0.2006
Xanthine
0.0628
0.3702
Xanthurenic-acid
0.3880
0.9391
Negative
(S)-Lactaldehyde
0.0064
0.0042
11b-Hydroxyprogesterone
0.3488
0.5851
12-13-DHOME
0.4395
0.0008
1-Methylxanthine
0.3016
0.2375
2-Arachidonylglycerol
0.2195
0.0671
2-Hexenoylcarnitine
0.2634
0.0004
2-Hydroxyadipic-acid
0.8925
0.0000
2-Phenylpropionate
0.7219
0.3278
3-Chlorotyrosine
0.7517
0.0182
3-Dehydrocarnitine
0.6270
0.0066
3-Hydroxydodecanoic-acid
0.7606
0.0327
3-Hydroxytetradecanedioic-acid
0.2857
0.0021
3-Sulfinoalanine
0.0589
0.0003
5-6-Dihydrouridine
0.1574
0.0085
5-Methylcytidine
0.0284
0.1033
5-Tetradecenoic-acid
0.1464
0.3673
6-Hydroxydaidzein
0.9145
0.0097
Adenine
0.0130
0.0550
Adenosine
0.0128
0.0612
Adenosine-monophosphate
0.0150
0.0258
Adenosine-triphosphate
0.0747
0.0670
ADP
0.0247
0.0051
ADP-Glucose
0.2876
0.0094
Aminoadipic-acid
0.1148
0.0009
Butyrylcarnitine
0.4150
0.0148
CDP
0.0327
0.0073
Cyclic-AMP
0.0554
0.0227
Cytidine
0.0969
0.0899
Cytidine-monophosphate
0.7747
0.1819
Cytosine
0.0670
0.0331
D-Alanine
0.0025
0.0000
Dihydrothymine
0.4422
0.0076
Dihydroxyacetone-phosphate
0.3423
0.0431
D-Lysine
0.1333
0.0004
Dodecanedioic-acid
0.3113
0.0040
Dodecanoic-acid
0.4542
0.9220
D-Serine
0.2479
0.0008
D-Tryptophan
0.4039
0.1403
Enkephalin-L
0.0776
0.0319
FAD
0.6285
0.0449
Fructose-1-6-bisphosphate
0.5368
0.1262
Gamma-Aminobutyric-acid
0.0042
0.0001
Gamma-Glutamyl-Glutamine
0.1732
0.3545
Glucosamine-phosphate
0.9447
0.0011
glutathione
0.4302
0.2151
Glyceric-acid
0.9877
0.0015
Glycerol-3-phosphate
0.0328
0.0855
GMP
0.5653
0.2310
Guanosine-diphosphate
0.0169
0.0099
Guanosine-triphosphate
0.0475
0.0131
Hexanoylcarnitine
0.7981
0.0055
Homocarnosine
0.2542
0.2154
Homocitrulline
0.0975
0.0036
Hydroxyhexanoycarnitine
0.5054
0.9992
Hydroxyoctanoic-acid
0.1974
0.0429
Hydroxypyruvic-acid
0.8104
0.0068
IMP
0.0172
0.1582
Inosine
0.0899
0.9878
Isovaleric-acid
0.2710
0.2508
L-2-Hydroxyglutaric-acid
0.0346
0.0060
L-3-Phenyllactic-acid
0.2768
0.0227
L-Acetylcarnitine
0.4143
0.5135
L-Carnitine
0.4812
0.1800
L-Glutamic-acid
0.0100
0.0001
Linoleic-acid
0.1818
0.8592
L-Lactic-acid
0.1026
0.0003
L-Malic-acid
0.6960
0.0005
L-Tyrosine
0.0993
0.5132
Malonate
0.8104
0.0068
Methionine
0.8526
0.0036
Methylmalonic-acid
0.0070
0.0051
N-Acetylglutamine
0.1734
0.0489
NAD+
0.0360
0.0356
NADH
0.0092
0.0830
N-Formyl-L-methionine
0.4225
0.0019
Nicotinamide-ribotide
0.3209
0.0089
Octulose-phosphate
0.0722
0.0685
Oleic-acid
0.3155
0.0284
O-Phosphoethanolamine
0.0097
0.0043
Oxidized-glutathione
0.1527
0.0094
Oxoadipic-acid
0.7109
0.0104
Oxoglutaric-acid
0.4281
0.0126
Palmitic-acid
0.2218
0.0018
Palmitoleic-acid
0.2921
0.9979
p-Cresol-sulfate
0.6283
0.1339
Phenylalanine
0.9799
0.0041
Phenylpropionylglycine
0.5040
0.0057
Phosphoenolpyruvic-acid
0.0974
0.0335
Propionylcarnitine
0.4493
0.0091
Propionylglycine
0.2793
0.0001
Ribothymidine
0.0099
0.9998
Sarcosine
0.4234
0.0000
Sphingosine-1-phosphate
0.4054
0.0005
Stearic-acid
0.0657
0.0000
Taurine
0.0022
0.0000
Testosterone-sulfate
0.2940
0.0078
Tetradecanedioic-acid
0.1047
0.0024
Thiamine-pyrophosphate
0.2377
0.0688
Thymine
0.4149
0.9098
Uracil
0.2814
0.5391
Uric-acid
0.5572
0.0086
Uridine
0.7700
0.1794
Uridine-diphosphate-glucose
0.0561
0.0606
Uridine-diphosphate-N-acetylglucosamine
0.2481
0.3630
Uridine-triphosphate
0.1983
0.1072
Urolithin-C
0.8878
0.0469
Valeric-acid
0.1203
0.0099
Valerylcarnitine
0.2109
0.0014
Xanthine
0.0667
0.8798
Xanthosine-5-phosphate
0.0218
0.0671
Region
Mode
Matabolite
p value
Plasma
N/A
(R)-lipoic acid
0.0298
—
2-Methylcitric acid
0.0003
—
3-Methyluridine
0.0043
—
3-Phosphoglyceric acid
0.0001
—
4-Methylcatechol
0.0002
—
5-6-Dihydrouridine
0.0083
—
5-Hydroxy-L-tryptophan
0.0086
—
Adenine
0.0031
—
Adenosine monophosphate
0.0057
—
Adenosine triphosphate
0.0103
—
Allantoin
0.0301
—
Argininic acid
0.0470
—
Cysteineglutathione disulfide
0.0041
—
Cytidine monophosphate
0.0007
—
D-Aspartic acid
0.0032
—
Dihydrothymine
0.0058
—
DL-2-Aminooctanoic acid
0.0003
—
D-Ribose 5-phosphate
0.0004
—
D-Ribulose 5-phosphate
0.0005
—
D-Serine
0.0178
—
Erythronic acid
0.0469
—
Gamma-Aminobutryic acid
0.0194
—
Glycerol 3-phosphate
0.0213
—
Guanosine diphosphate
0.0236
—
Guanosine monophosphate
0.0103
—
Homocarnosine
0.0072
—
Hypotaurine
0.0527
—
Hypoxanthine
0.0545
—
Inosine
0.0511
—
L-Cystathionine
0.0044
—
L-Glutamic acid
0.0223
—
L-Malic acid
0.0005
—
Malonylcarnitine
0.0020
—
Methylmalonylcarnitine
0.0045
—
N-Acetylglutamic acid
0.0084
—
N-Acetyl-L-tyrosine
0.0438
—
N-Acetylneuraminic acid
0.0399
—
Nicotinamide N-oxide
0.0084
—
Octulose phosphate
0.0275
—
O-Phosphoethanolamine
0.9012
—
Oxidized glutathione
0.0260
—
Pantothenate
0.0539
—
Phenylpyruvic acid
0.0107
—
Phosphoenolpyruvic acid
0.0390
—
Phosphoribosyl pyrophosphate
0.0008
—
S-Adenosylmethionine
0.0476
—
Thiamine pyrophosphate
0.0039
—
Threonic acid
0.0206
—
trans-Aconitic acid
0.0081
—
Tryptophanamide
0.0002
—
Uridine 5--diphosphate
0.0002
—
Uridine 5--monophosphate
0.0010
—
Uridine diphosphate glucose
0.0017
—
Non-Stressed Mice
Purine or
Left PFC
Right PFC
Region
Pyrimidine
Metabolite
p value
p value
PFC
Purines
Adenosine monophosphate
0.2928
0.4380
Adenosine triphosphate
0.6485
0.5829
Guanosine diphosphate
0.8918
0.3221
Guanosine triphosphate
0.0500
0.0689
Hypoxanthine
0.0339
0.9303
Inosine
0.0458
0.6518
Inosine monophosphate
0.4642
0.1102
Pyrimidines
dUDP
0.4351
0.0853
3-Aminoisobutanoic acid
0.0029
0.2381
Dihydrothymine
0.7843
0.7012
Deoxycytidine
0.9995
0.2264
Uridine triphosphate
0.6823
0.1330
Purine or
Left HPC
Right HPC
Region
Pyrimidine
Metabolite
p value
p value
HPC
Purines
Adenosine-diphosphate
0.2328
0.9157
Adenosine-monophosphate
0.9061
0.6704
Guanosine-diphosphate
0.9460
0.2914
Guanosine-triphosphate
0.2320
0.1292
Inosine-monophosphate
0.9894
0.0222
Pyrimidines
Deoxyurbine-diphosphate
0.7517
0.0049
5-6-Dihydrouridine
0.4247
0.4329
Cytidine-diphosphate
0.5557
0.4807
Purine or
Region
Pyrimidine
Metabolite
p value
Plasma
Purines
Adenine
0.5871
—
Adenosine monophosphate
0.8697
—
Adenosine triphosphate
0.7528
—
D-Ribose-5-phosphate
0.6598
—
D-Ribulose-5-phosphate
0.1537
—
Guanosine monophosphate
0.2434
—
Guanosine diphosphate
0.4332
—
Hypoxanthine
0.4893
—
Inosine
0.1620
—
Phosphoribosyl pyrophosphate
0.1417
—
Pyrimidines
5-6-Dihydrouridine
0.6810
—
Cytidine monophosphate
0.8047
—
Dihydrothymine
0.4706
—
Uridine 5′-monophosphate
0.1285
—
Uridine 5′-diphosphate
0.3336
—
TABLE 2
Common Name
Abbreviation
Class
Adenosine monophosphate
AMP
Purine ribonucleoside monophosphates
Deoxyuridine-diphosphate
dUDP
Pyrimidine 2′-deoxyribonucleoside diphosphates
Guanosine diphosphate
GDP
Purine ribonucleoside diphosphates
Guanosine triphosphate
GTP
Purine ribonucleoside triphosphates
Inosine monophosphate
IMP
Purine ribonucleoside monophosphates
Methylmalonic-acid
—
Dicarboxylic acids and derivatives
TABLE 3
Excitatory/
Name
Abbreviation
Sample
Change
Group
Inhibitory
Receptor
Notes
D-Alanine
Ala
HPC
Increase
CFC
Inhibitory
Glycine receptor
Has been shown to
increase following
anti-depressant treatment.
D-Serine
Ser
PFC
Decrease
CFC
Excitatory
NDMA receptors and
Coagonist at the glycine
glycine receptors
site of NDMA receptors.
Gamma-aminobuytric
GABA
HPC
Increase
CFC
Inhibitory
GABAA receptors and
Low GABA levels have
acid
GABAA-p receptors
been linked to depression.
Glycine
Gly
PFC
Decrease
CFC
Inhibitory/
NDMA receptors and
Often released with GABA.
Excitatory
glycine receptors
L-Glutamic acid
Glu
HPC
Increase
CFC
Excitatory
NDMA receptors and
Precursor to GABA as well.
AMPA receptors
L-Tyrosine
Tyr
PFC
Decrease
CFC
Excitatory
CaSR
Precursor to neurotransmitters
such as tyrosine, dopamine,
norepinephrine, and epinephrine.
O-Phosphoethanolamine*
PE
HPC
Increase
CFC
—
—
Shows strong structural
similarity to GABA.
Co-released with taurine.
Phenylalanine
Phe
PFC
Decrease
CFC
Excitatory
CaSR
Precursor to neurotransmitters
such as tyrosine, dopamine,
norephinephrine, and epinephrine.
Taurine
Tau
HPC
Increase
CFC and
Inhibitory
Glycine receptor
Structural resemblance with GABA.
context
exposure
5-Hydroxy-L-tryptophan
5-HTP
Plasma
Increase
CFC
—
—
Immediate precursor to
serotonin (5-HT), which
elevates mood.
D-Serine
Ser
Plasma
Decrease
CFC
Excitatory
NDMA receptors and
Enhances glutamatergic
glycine receptors
signalling via NMDARs.
Gamma-aminobuytric
GABA
Plasma
Decrease
CFC
Inhibitory
GABAA receptors and
Homeostatic balance of
acid
GABAA-p receptors
GABAergic inhibition is
essential for controlling
exitatory neurotransmission.
L-Glutamic acid
Glu
Plasma
Decrease
CFC
Excitatory
NDMA receptors and
Precursor to glutamine,
AMPA receptors
which stabilizes the immune
system in times of stress.
N-Acetyl-L-tyrosine
NALT
Plasma
Decrease
CFC
—
—
Precursor to tyrosine,
which converts to
norepinephrine (NE) and
dopamine (DA), enhancers of mood.
O-Phosphoethanolamine*
PE
Plasma
Increase
CFC
—
—
Inhibits mitochondrial
dysfunction, suggested
to be involved in the pathophysiology
of affective illnesses.
McGowan, Josephine Cecelia, Denny, Christine Ann, Kiebish, Michael
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